Contrastive_Learning

Contrastive_Learning

• 2022-12-08 Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning    Yixiong Chen, Chunhui Zhang, Chris H. Q. Ding, Li Liu arXiv_CV arXiv_CV  Image_Caption  Transformer  Segmentation  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Medical  PDF
• 2022-12-08 Graph Matching with Bi-level Noisy Correspondence    Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Relation  Matching  PDF
• 2022-12-07 Unsupervised Flood Detection on SAR Time Series    Ritu Yadav, Andrea Nascetti, Hossein Azizpour, Yifang Ban arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Pose  Contrastive_Learning  Detection  PDF
• 2022-12-07 SimVTP: Simple Video Text Pre-training with Masked Autoencoders    Yue Ma, Tianyu Yang, Yin Shan, Xiu Li arXiv_CV arXiv_CV  Transformer  Reconstruction  Bert  Contrastive_Learning  Matching  PDF
• 2022-12-06 InternVideo: General Video Foundation Models via Generative and Discriminative Learning    Yi Wang, Kunchang Li, Yizhuo Li, Yinan He, Bingkun Huang, Zhiyu Zhao, Hongjie Zhang, Jilan Xu, Yi Liu, Zun Wang, Sen Xing, Guo Chen, Junting Pan, Jiashuo Yu, Yali Wang, Limin Wang, Yu Qiao arXiv_CV arXiv_CV  Recognition  Video_Caption  Self-Supervised  Contrastive_Learning  Action_Recognition  Action  Detection  PDF
• 2022-12-06 Neural Machine Translation with Contrastive Translation Memories    Xin Cheng, Shen Gao, Lemao Liu, Dongyan Zhao, Rui Yan arXiv_AI arXiv_AI  Salient  Pose  Contrastive_Learning  NMT  Attention  PDF
• 2022-12-06 Self-supervised and Weakly Supervised Contrastive Learning for Frame-wise Action Representations    Minghao Chen, Renbo Tu, Chenxi Huang, Yuqi Lin, Boxi Wu, Deng Cai arXiv_CV arXiv_CV  Transformer  Embedding  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  Classification  Inference  PDF
• 2022-12-06 Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty    Honggyu Choi, Zhixiang Chen, Xuepeng Shi, Tae-Kyun Kim arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  PDF
• 2022-12-05 Location-Aware Self-Supervised Transformers    Mathilde Caron, Neil Houlsby, Cordelia Schmid arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2022-12-04 Land Use Prediction using Electro-Optical to SAR Few-Shot Transfer Learning    Marcel Hussing, Karen Li, Eric Eaton arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Knowledge  Contrastive_Learning  Deep_Learning  Few-Shot  Prediction  PDF
• 2022-12-03 Exploring Stochastic Autoregressive Image Modeling for Visual Representation    Yu Qi, Fan Yang, Yousong Zhu, Yufei Liu, Liwei Wu, Rui Zhao, Wei Li arXiv_AI arXiv_AI  Transformer  Self-Supervised  Pose  Contrastive_Learning  Language_Model  Prediction  PDF
• 2022-12-02 MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series    Qianwen Meng, Hangwei Qian, Yong Liu, Yonghui Xu, Zhiqi Shen, Lizhen Cui arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2022-12-02 3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation    Zutao Jiang, Guangsong Lu, Xiaodan Liang, Jihua Zhu, Wei Zhang, Xiaojun Chang, Hang Xu arXiv_AI arXiv_AI  3D  Optimization  Pose  Contrastive_Learning  Caption  PDF
• 2022-12-02 Spectral Feature Augmentation for Graph Contrastive Learning and Beyond    Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King arXiv_AI arXiv_AI  Pose  Contrastive_Learning  PDF
• 2022-12-02 FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning    Jiahe Shi, Yawen Wu, Dewen Zeng, Jingtong Hu, Yiyu Shi arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-12-02 Few-Shot Nested Named Entity Recognition    Hong Ming, Jiaoyun Yang, Lili Jiang, Yan Pan, Ning An arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Pose  Contrastive_Learning  Few-Shot  Inference  PDF
• 2022-12-01 Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs    Junbum Cha, Jonghwan Mun, Byungseok Roh arXiv_CV arXiv_CV  Segmentation  Embedding  Semantic_Segmentation  Zero-Shot  Pose  Contrastive_Learning  PDF
• 2022-12-01 Hyperbolic Contrastive Learning for Visual Representations beyond Objects    Songwei Ge, Shlok Mishra, Simon Kornblith, Chun-Liang Li, David Jacobs arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Zero-Shot  Represenation_Learning  Pose  Contrastive_Learning  Action  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-12-01 One-shot recognition of any material anywhere using contrastive learning with physics-based rendering    Manuel S. Drehwald (3), Sagi Eppel (1 and 2 and 4), Jolina Li (2 and 4), Han Hao (2), Alan Aspuru-Guzik (1 and 2) ((1) Vector institute, (2) University of Toronto, (3) Karlsruhe Institute of Technology, (4) Innoviz) arXiv_CV arXiv_CV  Recognition  3D  Contrastive_Learning  Action  Few-Shot  PDF
• 2022-12-01 A General Purpose Supervisory Signal for Embodied Agents    Kunal Pratap Singh, Jordi Salvador, Luca Weihs, Aniruddha Kembhavi arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2022-12-01 Research on the application of contrastive learning in multi-label text classification    Nankai Lin, Guanqiu Qin, Jigang Wang, Aimin Yang, Dong Zhou arXiv_CL arXiv_CL  Text_Classification  Pose  Contrastive_Learning  Classification  PDF
• 2022-12-01 CL4CTR: A Contrastive Learning Framework for CTR Prediction    Fangye Wang, Yingxu Wang, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  Prediction  PDF
• 2022-12-01 FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning    Yulei Qin, Xingyu Chen, Chao Chen, Yunhang Shen, Bo Ren, Yun Gu, Jie Yang, Chunhua Shen arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Few-Shot  PDF
• 2022-11-30 FIESTA: FIber gEneration and bundle Segmentation in Tractography using Autoencoders    Félix Dumais, Jon Haitz Legarreta, Carl Lemaire, Philippe Poulin, François Rheault, Laurent Petit, Maxime Descoteaux, Pierre-Marc Jodoin arXiv_CV arXiv_CV  Segmentation  Pose  Contrastive_Learning  PDF
• 2022-11-30 GENNAPE: Towards Generalized Neural Architecture Performance Estimators    Keith G. Mills, Fred X. Han, Jialin Zhang, Fabian Chudak, Ali Safari Mamaghani, Mohammad Salameh, Wei Lu, Shangling Jui, Di Niu arXiv_CV arXiv_CV  Pose  Contrastive_Learning  PDF
• 2022-11-29 Language-driven Open-Vocabulary 3D Scene Understanding    Runyu Ding, Jihan Yang, Chuhui Xue, Wenqing Zhang, Song Bai, Xiaojuan Qi arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  3D  Zero-Shot  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Caption  PDF
• 2022-11-29 Textual Enhanced Contrastive Learning for Solving Math Word Problems    Yibin Shen, Qianying Liu, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi arXiv_CL arXiv_CL  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2022-11-28 Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding    Lalithkumar Seenivasan, Mobarakol Islam, Mengya Xu, Chwee Ming Lim, Hongliang Ren arXiv_AI arXiv_AI  Transformer  Recognition  Optimization  Pose  Contrastive_Learning  Action_Recognition  Action  Detection  Attention  Caption  Prediction  PDF
• 2022-11-28 Semi-Supervised Confidence-Level-based Contrastive Discrimination for Class-Imbalanced Semantic Segmentation    Kangcheng Liu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Contrastive_Learning  Action  PDF
• 2022-11-27 A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Medical Images    Wei Chen, Chen Li, Dan Chen, Xin Luo arXiv_AI arXiv_AI  Transformer  Segmentation  Unsupervised  Semantic_Segmentation  Recognition  Restoration  Optimization  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2022-11-26 Unsupervised Wildfire Change Detection based on Contrastive Learning    Beichen Zhang, Huiqi Wang, Amani Alabri, Karol Bot, Cole McCall, Dale Hamilton, Vít Růžička arXiv_CV arXiv_CV  Unsupervised  Pose  Contrastive_Learning  Action  Deep_Learning  Detection  Autonomous  PDF
• 2022-11-26 SliceMatch: Geometry-guided Aggregation for Cross-View Pose Estimation    Ted de Vries Lentsch, Zimin Xia, Holger Caesar, Julian F. P. Kooij arXiv_CV arXiv_CV  Pose_Estimation  Pose  Contrastive_Learning  Attention  PDF
• 2022-11-26 A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix    Wenbin Li, Meihao Kong, Xuesong Yang, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Regularization  Pose  Contrastive_Learning  PDF
• 2022-11-26 Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation    Yuyuan Liu, Choubo Ding, Yu Tian, Guansong Pang, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Contrastive_Learning  Detection  PDF
• 2022-11-26 Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head Synthesis    Duomin Wang, Yu Deng, Zixin Yin, Heung-Yeung Shum, Baoyuan Wang arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Speech  Pose  Emotion  Contrastive_Learning  Relation  PDF
• 2022-11-26 Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation    Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao arXiv_CV arXiv_CV  Segmentation  Embedding  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-11-26 Towards Better Document-level Relation Extraction via Iterative Inference    Liang Zhang, Jinsong Su, Yidong Chen, Zhongjian Miao, Zijun Min, Qingguo Hu, Xiaodong Shi arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Action  Relation  Relation_Extraction  Attention  Inference  Prediction  PDF
• 2022-11-26 Supervised Contrastive Prototype Learning: Augmentation Free Robust Neural Network    Iordanis Fostiropoulos, Laurent Itti arXiv_AI arXiv_AI  Adversarial  Pose  Contrastive_Learning  Classification  PDF
• 2022-11-25 Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation    Liang Zeng, Attila Lengyel, Nergis Tömen, Jan van Gemert arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  3D  Self-Supervised  Contrastive_Learning  PDF
• 2022-11-25 Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition    Yuxin Jiang, Linhan Zhang, Wei Wang arXiv_CL arXiv_CL  Recognition  Pose  Contrastive_Learning  Relation  PDF
• 2022-11-24 Contrastive pretraining for semantic segmentation is robust to noisy positive pairs    Sebastian Gerard (KTH Royal Institute of Technology, Stockholm, Sweden), Josephine Sullivan (KTH Royal Institute of Technology, Stockholm, Sweden) arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Contrastive_Learning  Matching  PDF
• 2022-11-24 Cross-domain Transfer of defect features in technical domains based on partial target data    Tobias Schlagenhauf, Tim Scheurenbrand arXiv_CV arXiv_CV  Transfer_Learning  Pose  Contrastive_Learning  Classification  Deep_Learning  PDF
• 2022-11-24 Self-supervised vision-language pretraining for Medical visual question answering    Pengfei Li, Gang Liu, Lin Tan, Jinying Liao, Shenjun Zhong arXiv_AI arXiv_AI  Image_Caption  Transformer  Self-Supervised  Pose  Contrastive_Learning  VQA  Medical  Caption  Language_Model  QA  Matching  PDF
• 2022-11-24 Few-shot Object Detection with Refined Contrastive Learning    Zeyu Shangguan, Lian Huai, Tong Liu, Xingqun Jiang arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Detection  Few-Shot  Object_Detection  Attention  Prediction  PDF
• 2022-11-24 Pose-disentangled Contrastive Learning for Self-supervised Facial Representation    Yuanyuan Liu, Wenbin Wang, Yibing Zhan, Zhe Chen, Shaoze Feng, Kejun Liu arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Contrastive_Learning  Face  Detection  Face_Recognition  Attention  PDF
• 2022-11-24 Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations    Jiahang Zhang, Lilang Lin, Jiaying Liu arXiv_CV arXiv_CV  Recognition  3D  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  PDF
• 2022-11-23 How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning?    Thomas M. Hehn, Julian F.P. Kooij, Dariu M. Gavrila arXiv_CV arXiv_CV  Transformer  Segmentation  Point_Cloud  Represenation_Learning  Self-Supervised  Contrastive_Learning  Detection  Object_Detection  Prediction  PDF
• 2022-11-23 Robust Mean Teacher for Continual and Gradual Test-Time Adaptation    Mario Döbler, Robert A. Marsden, Bin Yang arXiv_CV arXiv_CV  Pose  Contrastive_Learning  PDF
• 2022-11-23 Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning    Xiaobao Wu, Anh Tuan Luu, Xinshuai Dong arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Relation  PDF
• 2022-11-23 Texts as Images in Prompt Tuning for Multi-Label Image Recognition    Zixian Guo, Bowen Dong, Zhilong Ji, Jinfeng Bai, Yiwen Guo, Wangmeng Zuo arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Zero-Shot  Pose  Contrastive_Learning  PDF
• 2022-11-23 Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition    Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Contrastive_Learning  PDF
• 2022-11-22 On Narrative Information and the Distillation of Stories    Dylan R. Ashley, Vincent Herrmann, Zachary Friggstad, Jürgen Schmidhuber arXiv_AI arXiv_AI  Pose  Contrastive_Learning  PDF
• 2022-11-22 Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification    Jiachen Li, Menglin Wang, Xiaojin Gong arXiv_CV arXiv_CV  Transformer  Person_Re-identification  Unsupervised  Pose  Contrastive_Learning  Re-identification  CNN  PDF
• 2022-11-22 Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction    Jianfeng Wu, Sijie Mai, Haifeng Hu arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Contrastive_Learning  Relation  Attention  Prediction  PDF
• 2022-11-22 Supervised Contrastive Learning on Blended Images for Long-tailed Recognition    Minki Jeong, Changick Kim arXiv_CV arXiv_CV  Recognition  Pose  Contrastive_Learning  PDF
• 2022-11-21 Open-Set Object Detection Using Classification-free Object Proposal and Instance-level Contrastive Learning with Appendix    Zhongxiang Zhou, Yifei Yang, Yue Wang, Rong Xiong arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  GAN  PDF
• 2022-11-21 Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint    Hongyu Liu, Yibing Song, Qifeng Chen arXiv_CV arXiv_CV  Reconstruction  Embedding  Pose  Contrastive_Learning  Attention  GAN  PDF
• 2022-11-21 Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations    Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Inference  Video_Retrieval  PDF
• 2022-11-21 TCBERT: A Technical Report for Chinese Topic Classification BERT    Ting Han, Kunhao Pan, Xinyu Chen, Dingjie Song, Yuchen Fan, Xinyu Gao, Ruyi Gan, Jiaxing Zhang arXiv_CL arXiv_CL  Transformer  Bert  Pose  Contrastive_Learning  Classification  GAN  PDF
• 2022-11-21 SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes    Nicolas Larue, Ngoc-Son Vu, Vitomir Struc, Peter Peer, Vassilis Christophides arXiv_CV arXiv_CV  Review  Pose  Contrastive_Learning  Face  Detection  Object_Detection  PDF
• 2022-11-21 Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier    Zelin Zang, Lei Shang, Senqiao Yang, Baigui Sun, Stan Z. Li arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Contrastive_Learning  PDF
• 2022-11-21 UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition    Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, Yongbin Li arXiv_CL arXiv_CL  Recognition  Knowledge  Pose  Emotion  Contrastive_Learning  Sentiment  PDF
• 2022-11-21 Cross-Modal Contrastive Learning for Robust Reasoning in VQA    Qi Zheng, Chaoyue Wang, Daqing Liu, Dadong Wang, Dacheng Tao arXiv_CV arXiv_CV  Knowledge  Pose  Contrastive_Learning  VQA  QA  PDF
• 2022-11-21 Unifying Vision-Language Representation Space with Single-tower Transformer    Jiho Jang, Chaerin Kong, Donghyeon Jeon, Seonhoon Kim, Nojun Kwak arXiv_CV arXiv_CV  Transformer  Zero-Shot  Represenation_Learning  Pose  Contrastive_Learning  Caption  PDF
• 2022-11-20 CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion    Jinyuan Liu, Runjia Lin, Guanyao Wu, Risheng Liu, Zhongxuan Luo, Xin Fan arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Relation  Attention  Medical  PDF
• 2022-11-20 Towards Generalizable Graph Contrastive Learning: An Information Theory Perspective    Yige Yuan, Bingbing Xu, Huawei Shen, Qi Cao, Keting Cen, Wen Zheng, Xueqi Cheng arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2022-11-20 Auto-Focus Contrastive Learning for Image Manipulation Detection    Wenyan Pan, Zhili Zhou, Guangcan Liu, Teng Huang, Hongyang Yan, Q.M. Jonathan Wu arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Detection  Relation  PDF
• 2022-11-20 Temporal Knowledge Graph Reasoning with Historical Contrastive Learning    Yi Xu, Junjie Ou, Hui Xu, Luoyi Fu arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Action  Relation  Inference  PDF
• 2022-11-20 Contrastive Regularization for Multimodal Emotion Recognition Using Audio and Text    Fan Qian, Jiqing Han arXiv_SD arXiv_SD  Embedding  Recognition  Regularization  Speech  Pose  Emotion  Contrastive_Learning  Action  Classification  PDF
• 2022-11-20 RHCO: A Relation-aware Heterogeneous Graph Neural Network with Contrastive Learning for Large-scale Graphs    Ziming Wan, Deqing Wang, Xuehua Ming, Fuzhen Zhuang, Chenguang Du, Ting Jiang, Zhengyang Zhao arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Contrastive_Learning  Relation  PDF
• 2022-11-20 Constraining Multi-scale Pairwise Features between Encoder and Decoder Using Contrastive Learning for Unpaired Image-to-Image Translation    Xiuding Cai, Yaoyao Zhu, Dong Miao, Linjie Fu, Yu Yao arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Attention  PDF
• 2022-11-19 Relational Symmetry based Knowledge Graph Contrastive Learning    Ke Liang, Yue Liu, Sihang Zhou, Xinwang Liu, Wenxuan Tu arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Self-Supervised  Pose  Contrastive_Learning  Relation  Recommendation  PDF
• 2022-11-18 Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information    Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2022-11-18 Contrastive Knowledge Graph Error Detection    Qinggang Zhang, Junnan Dong, Keyu Duan, Xiao Huang, Yezi Liu, Linchuan Xu arXiv_AI arXiv_AI  Embedding  Unsupervised  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Detection  Relation  Object_Detection  PDF
• 2022-11-18 Contrastive Positive Sample Propagation along the Audio-Visual Event Line    Jinxing Zhou, Dan Guo, Meng Wang arXiv_CV arXiv_CV  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2022-11-18 The Runner-up Solution for YouTube-VIS Long Video Challenge 2022    Junfeng Wu, Yi Jiang, Qihao Liu, Xiang Bai, Song Bai arXiv_CV arXiv_CV  Segmentation  Embedding  Tracking  Pose  Contrastive_Learning  PDF
• 2022-11-17 Self-Supervised Visual Representation Learning via Residual Momentum    Trung X. Pham, Axi Niu, Zhang Kang, Sultan Rizky Madjid, Ji Woo Hong, Daehyeok Kim, Joshua Tian Jin Tee, Chang D. Yoo arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2022-11-17 ProtSi: Prototypical Siamese Network with Data Augmentation for Few-Shot Subjective Answer Evaluation    Yining Lu, Jingxi Qiu, Gaurav Gupta arXiv_CL arXiv_CL  Unsupervised  Bert  Text_Classification  Pose  Contrastive_Learning  Classification  Few-Shot  PDF
• 2022-11-16 Anomaly Detection via Multi-Scale Contrasted Memory    Loic Jezequel, Ngoc-Son Vu, Jean Beaudet, Aymeric Histace arXiv_CV arXiv_CV  Contrastive_Learning  Detection  Object_Detection  PDF
• 2022-11-16 An Efficient COarse-to-fiNE Alignment Framework @ Ego4D Natural Language Queries Challenge 2022    Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing-Kwong Chan, Chong-Wah Ngo, Zheng Shou, Nan Duan arXiv_CV arXiv_CV  Transformer  Contrastive_Learning  Inference  PDF
• 2022-11-16 Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images    Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen arXiv_CV arXiv_CV  Segmentation  3D  Represenation_Learning  Pose  Contrastive_Learning  Action  GAN  PDF
• 2022-11-15 Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation    Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Medical  PDF
• 2022-11-15 Exploiting Contrastive Learning and Numerical Evidence for Improving Confusing Legal Judgment Prediction    Leilei Gan, Baokui Li, Kun Kuang, Yi Yang, Fei Wu arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Classification  Prediction  PDF
• 2022-11-15 CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning    Jinghuai Zhang, Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong arXiv_CV arXiv_CV  Transformer  Pose  Contrastive_Learning  PDF
• 2022-11-15 Masked Reconstruction Contrastive Learning with Information Bottleneck Principle    Ziwen Liu, Bonan Li, Congying Han, Tiande Guo, Xuecheng Nie arXiv_CV arXiv_CV  Reconstruction  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Relation  Image_Classification  PDF
• 2022-11-15 DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography    Sipei Li, Jianzhong He, Tengfei Xue, Guoqiang Xie, Shun Yao, Yuqian Chen, Erickson F. Torio, Yuanjing Feng, Dhiego CA Bastos, Yogesh Rathi, Nikos Makris, Ron Kikinis, Wenya Linda Bi, Alexandra J Golby, Lauren J O'Donnell, Fan Zhang arXiv_CV arXiv_CV  3D  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-11-15 Region Embedding with Intra and Inter-View Contrastive Learning    Liang Zhang, Cheng Long, Gao Cong arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Action  Prediction  PDF
• 2022-11-15 False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image    Zhaoyang Zhang, Xuying Wang, Xiaoming Mei, Chao Tao, Haifeng Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-11-14 Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure    Joseph J. Peper, Lu Wang arXiv_CL arXiv_CL  Review  Pose  Contrastive_Learning  Action  Sentiment  Prediction  PDF
• 2022-11-14 Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning    Justus-Jonas Erker, Gerasimos Spanakis, Stefan Schaffer arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Contrastive_Learning  PDF
• 2022-11-14 The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images    Philip Müller, Georgios Kaissis, Daniel Rueckert arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Contrastive_Learning  Detection  Object_Detection  Medical  PDF
• 2022-11-14 Contrastive learning for regression in multi-site brain age prediction    Carlo Alberto Barbano, Benoit Dufumier, Edouard Duchesnay, Marco Grangetto, Pietro Gori arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Deep_Learning  Prediction  PDF
• 2022-11-14 TriDoNet: A Triple Domain Model-driven Network for CT Metal Artifact Reduction    Baoshun Shi, Ke Jiang, Shaolei Zhang, Qiusheng Lian, Yanwei Qin arXiv_AI arXiv_AI  Sparse  Regularization  Knowledge  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-11-14 ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations    Chanda Grover, Indra Deep Mastan, Debayan Gupta arXiv_CV arXiv_CV  Image_Caption  Embedding  Zero-Shot  Image_Retrieval  Pose  Contrastive_Learning  Quantitative  Classification  Caption  PDF
• 2022-11-14 Information-guided pixel augmentation for pixel-wise contrastive learning    Quan Quan, Qingsong Yao, Jun Li, S.kevin Zhou arXiv_CV arXiv_CV  Unsupervised  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Detection  Medical  Matching  PDF
• 2022-11-13 SCOTCH and SODA: A Transformer Video Shadow Detection Framework    Lihao Liu, Jean Prost, Lei Zhu, Nicolas Papadakis, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero arXiv_CV arXiv_CV  Transformer  Contrastive_Learning  Detection  Attention  PDF
• 2022-11-13 Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning    Yibing Liu, Chris Xing Tian, Haoliang Li, Shiqi Wang arXiv_CV arXiv_CV  Contrastive_Learning  Relation  PDF
• 2022-11-12 Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation    Yusong Wu, Ke Chen, Tianyu Zhang, Yuchen Hui, Taylor Berg-Kirkpatrick, Shlomo Dubnov arXiv_SD arXiv_SD  Zero-Shot  Represenation_Learning  Pose  Contrastive_Learning  Classification  Caption  PDF
• 2022-11-12 AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities    Zhongzhi Chen, Guang Liu, Bo-Wen Zhang, Fulong Ye, Qinghong Yang, Ledell Wu arXiv_CL arXiv_CL  Image_Caption  Contrastive_Learning  PDF
• 2022-11-12 Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning    Ziyi Zhang, Weikai Chen, Hui Cheng, Zhen Li, Siyuan Li, Liang Lin, Guanbin Li arXiv_AI arXiv_AI  Self-Supervised  Contrastive_Learning  Action  Prediction  PDF
• 2022-11-12 3D-Aware Encoding for Style-based Neural Radiance Fields    Yu-Jhe Li, Tao Xu, Bichen Wu, Ningyuan Zheng, Xiaoliang Dai, Albert Pumarola, Peizhao Zhang, Peter Vajda, Kris Kitani arXiv_CV arXiv_CV  Reconstruction  3D  Pose  Contrastive_Learning  Quantitative  GAN  PDF
• 2022-11-12 Self-Supervised Graph Structure Refinement for Graph Neural Networks    Jianan Zhao, Qianlong Wen, Mingxuan Ju, Chuxu Zhang, Yanfang Ye arXiv_AI arXiv_AI  Transformer  Optimization  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2022-11-11 More Generalized and Personalized Unsupervised Representation Learning In A Distributed System    Yuewei Yang, Jingwei Sun, Ang Li, Hai Li, Yiran Chen arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2022-11-11 Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning    Md Tawkat Islam Khondaker, Muhammad Abdul-Mageed, Laks V.S. Lakshmanan arXiv_CL arXiv_CL  Contrastive_Learning  Detection  PDF
• 2022-11-11 English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings    Yau-Shian Wang, Ashley Wu, Graham Neubig arXiv_CL arXiv_CL  Embedding  Unsupervised  Weakly_Supervised  Pose  Contrastive_Learning  PDF
• 2022-11-11 Masked Contrastive Representation Learning    Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  PDF
• 2022-11-10 Contrastive Learning for Climate Model Bias Correction and Super-Resolution    Tristan Ballard, Gopal Erinjippurath arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Adversarial  Pose  Contrastive_Learning  Relation  GAN  PDF
• 2022-11-10 Unbiased Supervised Contrastive Learning    Carlo Alberto Barbano, Benoit Dufumier, Enzo Tartaglione, Marco Grangetto, Pietro Gori arXiv_CV arXiv_CV  Regularization  Pose  Contrastive_Learning  PDF
• 2022-11-10 Self-supervised learning of audio representations using angular contrastive loss    Shanshan Wang, Soumya Tripathy, Annamaria Mesaros arXiv_SD arXiv_SD  Embedding  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2022-11-10 Mitigating Forgetting in Online Continual Learning via Contrasting Semantically Distinct Augmentations    Sheng-Feng Yu, Wei-Chen Chiu arXiv_CV arXiv_CV  Knowledge  Pose  Contrastive_Learning  Classification  PDF
• 2022-11-09 Efficient Zero-shot Event Extraction with Context-Definition Alignment    Hongming Zhang, Wenlin Yao, Dong Yu arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Pose  Ontology  Contrastive_Learning  Action  Few-Shot  Inference  PDF
• 2022-11-09 Clinical Contrastive Learning for Biomarker Detection    Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Relation  Medical  PDF
• 2022-11-09 Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language    Denys Amore Bondarenko, Roger Ferrod, Luigi Di Caro arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  Contrastive_Learning  Medical  PDF
• 2022-11-09 miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings    Tassilo Klein, Moin Nabi arXiv_CL arXiv_CL  Embedding  Self-Supervised  Pose  Contrastive_Learning  Few-Shot  Attention  PDF
• 2022-11-09 ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation    Bin Shan, Yaqian Han, Weichong Yin, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang arXiv_CV arXiv_CV  Transformer  Pose  Contrastive_Learning  VQA  Language_Model  PDF
• 2022-11-08 ConsPrompt: Easily Exploiting Contrastive Samples for Few-shot Prompt Learning    Jinta Weng, Yue Hu, Zhihong Tian, Heyan Huang arXiv_CL arXiv_CL  Knowledge  Pose  Contrastive_Learning  Few-Shot  PDF
• 2022-11-08 Cross-view Graph Contrastive Representation Learning on Partially Aligned Multi-view Data    Yiming Wang, Dongxia Chang, Zhiqiang Fu, Jie Wen, Yao Zhao arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2022-11-08 On Negative Sampling for Contrastive Audio-Text Retrieval    Huang Xie, Okko Räsänen, Tuomas Virtanen arXiv_SD arXiv_SD  Contrastive_Learning  PDF
• 2022-11-08 Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning    Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang arXiv_AI arXiv_AI  Zero-Shot  Sparse  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Relation  Few-Shot  PDF
• 2022-11-08 Enhanced Low-resolution LiDAR-Camera Calibration Via Depth Interpolation and Supervised Contrastive Learning    Zhikang Zhang, Zifan Yu, Suya You, Raghuveer Rao, Sanjeev Agarwal, Fengbo Ren arXiv_CV arXiv_CV  Point_Cloud  3D  Pose  Contrastive_Learning  PDF
• 2022-11-07 Contrastive Classification and Representation Learning with Probabilistic Interpretation    Rahaf Aljundi, Yash Patel, Milan Sulc, Daniel Olmeda, Nikolay Chumerin arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2022-11-07 Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID    Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Knowledge  Adversarial  Pose  Contrastive_Learning  Re-identification  PDF
• 2022-11-07 Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions    Thong Nguyen, Xiaobao Wu, Anh-Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing arXiv_CL arXiv_CL  Transformer  Optimization  Review  Pose  Contrastive_Learning  Action  Relation  Attention  Prediction  PDF
• 2022-11-07 Black-Box Attack against GAN-Generated Image Detector with Contrastive Perturbation    Zijie Lou, Gang Cao, Man Lin arXiv_CV arXiv_CV  Adversarial  Pose  Contrastive_Learning  Detection  Object_Detection  GAN  PDF
• 2022-11-07 Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding    Jiali Zeng, Yongjing Yin, Yufan Jiang, Shuangzhi Wu, Yunbo Cao arXiv_CL arXiv_CL  Embedding  Unsupervised  Pose  Contrastive_Learning  PDF
• 2022-11-07 CLOP: Video-and-Language Pre-Training with Knowledge Regularizations    Guohao Li, Hu Yang, Feng He, Zhifan Feng, Yajuan Lyu, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL  Transformer  Regularization  Knowledge  Pose  Contrastive_Learning  Prediction  QA  Video_Retrieval  PDF
• 2022-11-07 Contrastive Learning enhanced Author-Style Headline Generation    Hui Liu, Weidong Guo, Yige Chen, Xiangyang Li arXiv_CL arXiv_CL  Pose  Contrastive_Learning  PDF
• 2022-11-06 Understanding the properties and limitations of contrastive learning for Out-of-Distribution detection    Nawid Keshtmand, Raul Santos-Rodriguez, Jonathan Lawry arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  Detection  Inference  PDF
• 2022-11-06 ProtoX: Explaining a Reinforcement Learning Agent via Prototyping    Ronilo J. Ragodos, Tong Wang, Qihang Lin, Xun Zhou arXiv_CV arXiv_CV  Reinforcement_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  PDF
• 2022-11-06 Contrastive Weighted Learning for Near-Infrared Gaze Estimation    Adam Lee arXiv_CV arXiv_CV  Adversarial  Pose  Contrastive_Learning  Deep_Learning  Gaze_Estimation  PDF
• 2022-11-04 Contrastive Learning for Diverse Disentangled Foreground Generation    Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh arXiv_CV arXiv_CV  Inpainting  Contrastive_Learning  Face  PDF
• 2022-11-04 Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects    Junghyun Koo, Marco A. Martinez-Ramirez, Wei-Hsiang Liao, Stefan Uhlich, Kyogu Lee, Yuki Mitsufuji arXiv_SD arXiv_SD  Style_Transfer  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-11-03 Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization    Junru Wu, Yi Liang, Feng Han, Hassan Akbari, Zhangyang Wang, Cong Yu arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-11-03 MarginNCE: Robust Sound Localization with a Negative Margin    Sooyoung Park, Arda Senocak, Joon Son Chung arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-11-03 Latent Prompt Tuning for Text Summarization    Yubo Zhang, Xingxing Zhang, Xun Wang, Si-qing Chen, Furu Wei arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Summarization  Inference  PDF
• 2022-11-03 Query-based Instance Discrimination Network for Relational Triple Extraction    Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang arXiv_CL arXiv_CL  Embedding  Pose  Contrastive_Learning  Action  Relation  Relation_Extraction  PDF
• 2022-11-02 SLICER: Learning universal audio representations using low-resource self-supervised pre-training    Ashish Seth, Sreyan Ghosh, S. Umesh, Dinesh Manocha arXiv_CL arXiv_CL  Transformer  Unsupervised  Represenation_Learning  Speech  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2022-11-02 On the Informativeness of Supervision Signals    Ilia Sucholutsky, Raja Marjieh, Nori Jacoby, Thomas L. Griffiths arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Contrastive_Learning  Classification  Deep_Learning  PDF
• 2022-11-02 Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese    An Yang, Junshu Pan, Junyang Lin, Rui Men, Yichang Zhang, Jingren Zhou, Chang Zhou arXiv_CV arXiv_CV  Transformer  Zero-Shot  Represenation_Learning  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2022-11-02 Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point Clouds    Zhuheng Lu, Yuewei Dai, Weiqing Li, Zhiyong Su arXiv_CV arXiv_CV  Segmentation  Point_Cloud  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2022-11-02 Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity    Yi Chang, Yun Guo, Yuntong Ye, Changfeng Yu, Lin Zhu, Xile Zhao, Luxin Yan, Yonghong Tian arXiv_CV arXiv_CV  Unsupervised  Knowledge  Pose  Contrastive_Learning  Relation  PDF
• 2022-11-01 Oracle-guided Contrastive Clustering    Mengdie Wang, Liyuan Shang, Suyun Zhao, Yiming Wang, Hong Chen, Cuiping Li, Xizhao Wang arXiv_CV arXiv_CV  Knowledge  Pose  Contrastive_Learning  PDF
• 2022-10-31 SDCL: Self-Distillation Contrastive Learning for Chinese Spell Checking    Xiaotian Zhang, Hang Yan, Sun Yu, Xipeng Qiu arXiv_CL arXiv_CL  Bert  Pose  Contrastive_Learning  PDF
• 2022-10-30 A simple, efficient and scalable contrastive masked autoencoder for learning visual representations    Shlok Mishra, Joshua Robinson, Huiwen Chang, David Jacobs, Aaron Sarna, Aaron Maschinot, Dilip Krishnan arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  Transfer_Learning  Self-Supervised  Contrastive_Learning  Relation  Prediction  PDF
• 2022-10-30 Adaptive Speech Quality Aware Complex Neural Network for Acoustic Echo Cancellation with Supervised Contrastive Learning    Bozhong Liu, Xiaoxi Yu, Hantao Huang arXiv_SD arXiv_SD  Transformer  Optimization  Speech  Pose  Contrastive_Learning  Action  PDF
• 2022-10-30 Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation    Seongyeong Lee, Hansoo Park, Dong Uk Kim, Jihyeon Kim, Muhammadjon Boboev, Seungryul Baek arXiv_CV arXiv_CV  Transformer  3D  Pose_Estimation  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-10-29 Rare Wildlife Recognition with Self-Supervised Representation Learning    Xiaochen Zheng arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Contrastive_Learning  Action  Prediction  PDF
• 2022-10-29 Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability    Zhe Li, Man-Wai Mak arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2022-10-29 Discriminative Speaker Representation via Contrastive Learning with Class-Aware Attention in Angular Space    Zhe Li, Man-Wai Mak, Helen Mei-Ling Meng arXiv_SD arXiv_SD  Embedding  Optimization  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2022-10-29 DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation    Yifang Qin, Yifan Wang, Fang Sun, Wei Ju, Xuyang Hou, Zhe Wang, Jia Cheng, Jun Lei, Ming Zhang arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Relation  Recommendation  PDF
• 2022-10-29 Differentiable Data Augmentation for Contrastive Sentence Representation Learning    Tianduo Wang, Wei Lu arXiv_CL arXiv_CL  Represenation_Learning  Pose  Contrastive_Learning  Language_Model  PDF
• 2022-10-29 Pair DETR: Contrastive Learning Speeds Up DETR Training    Mehdi Iranmanesh, Xiaotong Chen, Kuo-Chin Lien arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  PDF
• 2022-10-28 cRedAnno+: Annotation Exploitation in Self-Explanatory Lung Nodule Diagnosis    Jiahao Lu, Chong Yin, Kenny Erleben, Michael Bachmann Nielsen, Sune Darkner arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Action  Prediction  PDF
• 2022-10-28 A comprehensive study on self-supervised distillation for speaker representation learning    Zhengyang Chen, Yao Qian, Bing Han, Yanmin Qian, Michael Zeng arXiv_SD arXiv_SD  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-10-28 VLT: Vision-Language Transformer and Query Generation for Referring Segmentation    Henghui Ding, Chang Liu, Suchen Wang, Xudong Jiang arXiv_CV arXiv_CV  Transformer  Segmentation  Knowledge  Pose  Contrastive_Learning  Action  PDF
• 2022-10-28 On the Role of Visual Context in Enriching Music Representations    Kleanthis Avramidis, Shanti Stewart, Shrikanth Narayanan arXiv_SD arXiv_SD  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-10-28 Improving the Modality Representation with Multi-View Contrastive Learning for Multimodal Sentiment Analysis    Peipei Liu, Xin Zheng, Hong Li, Jie Liu, Yimo Ren, Hongsong Zhu, Limin Sun arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Contrastive_Learning  Action  Classification  Sentiment  Attention  PDF
• 2022-10-27 Supervised Contrastive Learning for Respiratory Sound Classification    Ilyass Moummad, Nicolas Farrugia arXiv_SD arXiv_SD  Represenation_Learning  Pose  Contrastive_Learning  Classification  CNN  PDF
• 2022-10-27 Self-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive Pairs    Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki, Haizhou Li arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Self-Supervised  Pose  Contrastive_Learning  Face  PDF
• 2022-10-27 Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings    Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang arXiv_AI arXiv_AI  Embedding  Unsupervised  Pose  Contrastive_Learning  Action  Relation  Language_Model  PDF
• 2022-10-27 Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning    Qiu-Shi Zhu, Long Zhou, Jie Zhang, Shu-Jie Liu, Yu-Chen Hu, Li-Rong Dai arXiv_SD arXiv_SD  Transformer  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Contrastive_Learning  Speech_Recognition  PDF
• 2022-10-27 Conversation Disentanglement with Bi-Level Contrastive Learning    Chengyu Huang, Zheng Zhang, Hao Fei, Lizi Liao arXiv_CL arXiv_CL  Unsupervised  Pose  Contrastive_Learning  Relation  Attention  PDF
• 2022-10-27 Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction    Jiabao Sheng, Yuanpeng Zhang, Jing Cai, Sai-Kit Lam, Zhe Li, Jiang Zhang, Xinzhi Teng arXiv_CV arXiv_CV  Embedding  Pose  Contrastive_Learning  Medical  Prediction  PDF
• 2022-10-27 Learning Joint Representation of Human Motion and Language    Jihoon Kim, Youngjae Yu, Seungyoun Shin, Taehyun Byun, Sungjoon Choi arXiv_CV arXiv_CV  Recognition  Pose  Contrastive_Learning  Action_Recognition  Action  Language_Model  PDF
• 2022-10-27 Dictionary-Assisted Supervised Contrastive Learning    Patrick Y. Wu, Richard Bonneau, Joshua A. Tucker, Jonathan Nagler arXiv_CL arXiv_CL  Embedding  Knowledge  Contrastive_Learning  Classification  Few-Shot  Language_Model  PDF
• 2022-10-26 IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation    Hritam Basak, Soumitri Chattopadhyay, Rohit Kundu, Sayan Nag, Rammohan Mallipeddi arXiv_CV arXiv_CV  Transformer  Segmentation  Regularization  Self-Supervised  Pose  Contrastive_Learning  Medical  CNN  PDF
• 2022-10-26 Learning Deep Sensorimotor Policies for Vision-based Autonomous Drone Racing    Jiawei Fu, Yunlong Song, Yan Wu, Fisher Yu, Davide Scaramuzza arXiv_AI arXiv_AI  Contrastive_Learning  Drone  Autonomous  PDF
• 2022-10-26 MABEL: Attenuating Gender Bias using Textual Entailment Data    Jacqueline He, Mengzhou Xia, Christiane Fellbaum, Danqi Chen arXiv_CL arXiv_CL  Transformer  Pose  Contrastive_Learning  Inference  Language_Model  PDF
• 2022-10-26 Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations    Haoyu Xie, Changqi Wang, Mingkai Zheng, Minjing Dong, Shan You, Chang Xu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Contrastive_Learning  PDF
• 2022-10-26 Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis    Ronghao Lin, Haifeng Hu arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Pose  Contrastive_Learning  Sentiment  Prediction  PDF
• 2022-10-26 Meta-node: A Concise Approach to Effectively Learn Complex Relationships in Heterogeneous Graphs    Jiwoong Park, Jisu Jeong, Kyungmin Kim, Jin Young Choi arXiv_AI arXiv_AI  Knowledge  Pose  Contrastive_Learning  Classification  Relation  PDF
• 2022-10-26 Bi-Link: Bridging Inductive Link Predictions from Text via Contrastive Learning of Transformers and Prompts    Bohua Peng, Shihao Liang, Mobarakol Islam arXiv_CL arXiv_CL  Transformer  Bert  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Relation  Language_Model  Prediction  PDF
• 2022-10-26 IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and Text    Seungwhan Moon, Andrea Madotto, Zhaojiang Lin, Alireza Dirafzoon, Aparajita Saraf, Amy Bearman, Babak Damavandi arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Contrastive_Learning  Activity  PDF
• 2022-10-25 CLIP-FLow: Contrastive Learning by {s}emi-supervised Iterative Pseudo {l}abeling for Optical Flow Estimation    Zhiqi Zhang, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan, Xiangyu Xu, Yi Xu arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Contrastive_Learning  Optical_Flow  Matching  PDF
• 2022-10-25 Shared Manifold Learning Using a Triplet Network for Multiple Sensor Translation and Fusion with Missing Data    Aditya Dutt, Alina Zare, Paul Gader arXiv_CV arXiv_CV  Embedding  Pose  Contrastive_Learning  Classification  Detection  PDF
• 2022-10-25 Contrastive Search Is What You Need For Neural Text Generation    Yixuan Su, Nigel Collier arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Text_Generation  Language_Model  PDF
• 2022-10-25 Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings    Ajay Chawda, Stefanie Grimm, Marius Kloft arXiv_AI arXiv_AI  Reconstruction  Embedding  Unsupervised  Pose  Contrastive_Learning  Deep_Learning  Detection  PDF
• 2022-10-25 A Chinese Spelling Check Framework Based on Reverse Contrastive Learning    Nankai Lin, Sihui Fu, Xiaotian Lin, Shengyi Jiang, Aimin Yang arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Detection  Attention  PDF
• 2022-10-24 Contrastive Representation Learning for Gaze Estimation    Swati Jindal, Roberto Manduchi arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Gaze_Estimation  Few-Shot  PDF
• 2022-10-24 Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices    Oshan Jayawardana, Fariza Rashid, Suranga Seneviratne arXiv_AI arXiv_AI  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-10-24 Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation    Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He arXiv_CL arXiv_CL  Embedding  Knowledge  Pose  Contrastive_Learning  Relation  QA  PDF
• 2022-10-23 Tail Batch Sampling: Approximating Global Contrastive Losses as Optimization over Batch Assignments    Vin Sachidananda, Ziyi Yang, Chenguang Zhu arXiv_CL arXiv_CL  Embedding  Optimization  Contrastive_Learning  PDF
• 2022-10-23 Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings    Jian Zhu, Zuoyu Tian, Yadong Liu, Cong Zhang, Chia-wen Lo arXiv_CL arXiv_CL  Embedding  Unsupervised  Bert  Knowledge  Speech  Pose  Contrastive_Learning  Relation  PDF
• 2022-10-23 Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future    Guo-Jun Qi, Mubarak Shah arXiv_AI arXiv_AI  Transformer  Review  Adversarial  Self-Supervised  Contrastive_Learning  Relation  CNN  PDF
• 2022-10-23 Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation    Atsuyuki Miyai, Qing Yu, Daiki Ikami, Go Irie, Kiyoharu Aizawa arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-10-22 A Benchmark Study of Contrastive Learning for Arabic Social Meaning    Md Tawkat Islam Khondaker, El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed, Laks V.S. Lakshmanan arXiv_CL arXiv_CL  Speech  Contrastive_Learning  Detection  Sentiment  PDF
• 2022-10-21 HCL: Improving Graph Representation with Hierarchical Contrastive Learning    Jun Wang, Weixun Li, Changyu Hou, Xin Tang, Yixuan Qiao, Rui Fang, Pengyong Li, Peng Gao, Guotong Xie arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2022-10-21 BioLORD: Learning Ontological Representations from Definitions    François Remy, Kris Demuynck, Thomas Demeester arXiv_CL arXiv_CL  Transformer  Knowledge  Knowledge_Graph  Contrastive_Learning  Relation  Medical  PDF
• 2022-10-21 STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing    Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li arXiv_CL arXiv_CL  Transformer  Tracking  Pose  Contrastive_Learning  Action  PDF
• 2022-10-21 GLCC: A General Framework for Graph-level Clustering    Wei Ju, Yiyang Gu, Binqi Chen, Gongbo Sun, Yifang Qin, Xingyuming Liu, Xiao Luo, Ming Zhang arXiv_AI arXiv_AI  Optimization  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2022-10-21 Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem    Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Action  Relation  Relation_Extraction  PDF
• 2022-10-20 Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models    Hannah Chen, Yangfeng Ji, David Evans arXiv_CL arXiv_CL  Adversarial  Contrastive_Learning  Inference  Prediction  PDF
• 2022-10-20 Towards Mitigating the Problem of Insufficient and Ambiguous Supervision in Online Crowdsourcing Annotation    Qian-Wei Wang, Bowen Zhao, Mingyan Zhu, Tianxiang Li, Zimo Liu, Shu-Tao Xia arXiv_AI arXiv_AI  Unsupervised  Weakly_Supervised  Knowledge  Pose  Contrastive_Learning  PDF
• 2022-10-20 Apple of Sodom: Hidden Backdoors in Superior Sentence Embeddings via Contrastive Learning    Xiaoyi Chen, Baisong Xin, Shengfang Zhai, Shiqing Ma, Qingni Shen, Zhonghai Wu arXiv_CL arXiv_CL  Embedding  Unsupervised  Contrastive_Learning  PDF
• 2022-10-20 Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble    Hyunsoo Cho, Choonghyun Park, Jaewook Kang, Kang Min Yoo, Taeuk Kim, Sang-goo Lee arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Classification  Detection  Language_Model  PDF
• 2022-10-20 Visual-Semantic Contrastive Alignment for Few-Shot Image Classification    Mohamed Afham, Ranga Rodrigo arXiv_CV arXiv_CV  Knowledge  Contrastive_Learning  Classification  Few-Shot  Image_Classification  PDF
• 2022-10-20 SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading    Yijin Huang, Junyan Lyu, Pujin Cheng, Roger Tam, Xiaoying Tang arXiv_CV arXiv_CV  Image_Caption  Transformer  Segmentation  Salient  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Medical  PDF
• 2022-10-20 Does Decentralized Learning with Non-IID Unlabeled Data Benefit from Self Supervision?    Lirui Wang, Kaiqing Zhang, Yunzhu Li, Yonglong Tian, Russ Tedrake arXiv_AI arXiv_AI  Segmentation  Represenation_Learning  Knowledge  Self-Supervised  Contrastive_Learning  Face  Classification  Detection  PDF
• 2022-10-19 QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation    Zhenrui Yue, Huimin Zeng, Bernhard Kratzwald, Stefan Feuerriegel, Dong Wang arXiv_AI arXiv_AI  Embedding  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Attention  QA  PDF
• 2022-10-19 UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning    Yutao Mou, Pei Wang, Keqing He, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu arXiv_CL arXiv_CL  Represenation_Learning  Pose  Contrastive_Learning  Detection  PDF
• 2022-10-19 HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation    Yunsheng Zhang, Jianguo Yao, Ruixiang Zhang, Siyang Chen, Haifeng Li arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Point_Cloud  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-10-19 CPL: Counterfactual Prompt Learning for Vision and Language Models    Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Contrastive_Learning  Classification  VQA  Few-Shot  Image_Classification  Language_Model  PDF
• 2022-10-19 Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking    Yinghui Li, Shirong Ma, Qingyu Zhou, Zhongli Li, Li Yangning, Shulin Huang, Ruiyang Liu, Chao Li, Yunbo Cao, Haitao Zheng arXiv_CL arXiv_CL  Knowledge  Pose  Contrastive_Learning  Language_Model  PDF
• 2022-10-18 Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation    Shentong Mo, Zhun Sun, Chao Li arXiv_AI arXiv_AI  Embedding  Regularization  Self-Supervised  Pose  Contrastive_Learning  Classification  Relation  PDF
• 2022-10-18 MedCLIP: Contrastive Learning from Unpaired Medical Images and Text    Zifeng Wang, Zhenbang Wu, Dinesh Agarwal, Jimeng Sun arXiv_CV arXiv_CV  Transformer  Embedding  Zero-Shot  Knowledge  Pose  Contrastive_Learning  Classification  Medical  Caption  Prediction  Matching  PDF
• 2022-10-18 Unsupervised visualization of image datasets using contrastive learning    Jan Niklas Böhm, Philipp Berens, Dmitry Kobak arXiv_CV arXiv_CV  Embedding  Unsupervised  Self-Supervised  Contrastive_Learning  Classification  Relation  PDF
• 2022-10-18 Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis    Shuai Fan, Chen Lin, Haonan Li, Zhenghao Lin, Jinsong Su, Hang Zhang, Yeyun Gong, Jian Guo, Nan Duan arXiv_CL arXiv_CL  Transformer  Sentiment_Classification  Knowledge  Pose  Contrastive_Learning  Classification  Sentiment  Language_Model  PDF
• 2022-10-17 Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning    Kangning Liu, Weicheng Zhu, Yiqiu Shen, Sheng Liu, Narges Razavian, Krzysztof J. Geras, Carlos Fernandez-Granda arXiv_AI arXiv_AI  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  Image_Classification  PDF
• 2022-10-17 Non-Contrastive Learning Meets Language-Image Pre-Training    Jinghao Zhou, Li Dong, Zhe Gan, Lijuan Wang, Furu Wei arXiv_CV arXiv_CV  Transformer  Recognition  Zero-Shot  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Relation  PDF
• 2022-10-17 Improving Contrastive Learning on Visually Homogeneous Mars Rover Images    Isaac Ronald Ward, Charles Moore, Kai Pak, Jingdao Chen, Edwin Goh arXiv_AI arXiv_AI  Unsupervised  Knowledge  Pose  Contrastive_Learning  Face  Classification  Prediction  PDF
• 2022-10-17 Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss    Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens arXiv_CV arXiv_CV  Image_Caption  Weakly_Supervised  Pose  Contrastive_Learning  Face  Caption  PDF
• 2022-10-17 Mars: Semantic-aware Contrastive Learning for End-to-End Task-Oriented Dialog    Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Action  Relation  PDF
• 2022-10-17 Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery    Yutao Mou, Keqing He, Pei Wang, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  PDF
• 2022-10-17 Correlation between Alignment-Uniformity and Performance of Dense Contrastive Representations    Jong Hak Moon, Wonjae Kim, Edward Choi arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Face  Relation  Prediction  Matching  PDF
• 2022-10-17 HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold    Ruihan Zhang, Wei Wei, Xian-Ling Mao, Rui Fang, Dangyang Chen arXiv_CL arXiv_CL  Represenation_Learning  Pose  Contrastive_Learning  Classification  Detection  Few-Shot  PDF
• 2022-10-17 Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation    Xiaohui Song, Longtao Huang, Hui Xue, Songlin Hu arXiv_AI arXiv_AI  Recognition  Pose  Emotion  Contrastive_Learning  Classification  Relation  PDF
• 2022-10-16 Adaptive Contrastive Learning with Dynamic Correlation for Multi-Phase Organ Segmentation    Ho Hin Lee, Yucheng Tang, Han Liu, Yubo Fan, Leon Y. Cai, Qi Yang, Xin Yu, Shunxing Bao, Yuankai Huo, Bennett A. Landman arXiv_CV arXiv_CV  Segmentation  Pose  Contrastive_Learning  Classification  Relation  Attention  GAN  PDF
• 2022-10-16 Attention-Based Audio Embeddings for Query-by-Example    Anup Singh, Kris Demuynck, Vipul Arora arXiv_SD arXiv_SD  Embedding  Salient  Contrastive_Learning  Attention  PDF
• 2022-10-16 Towards Effective Image Manipulation Detection with Proposal Contrastive Learning    Yuyuan Zeng, Bowen Zhao, Shanzhao Qiu, Tao Dai, Shu-Tao Xia arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Detection  Relation  PDF
• 2022-10-16 Indoor Smartphone SLAM with Learned Echoic Location Features    Wenjie Luo, Qun Song, Zhenyu Yan, Rui Tan, Guosheng Lin arXiv_RO arXiv_RO  Reconstruction  Contrastive_Learning  SLAM  Detection  PDF
• 2022-10-16 Semantic Segmentation with Active Semi-Supervised Representation Learning    Aneesh Rangnekar, Christopher Kanan, Matthew Hoffman arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Represenation_Learning  Contrastive_Learning  PDF
• 2022-10-15 Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations    Haifeng Li, Jun Cao, Jiawei Zhu, Qinyao Luo, Silu He, Xuyin Wang arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Classification  Relation  PDF
• 2022-10-15 How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders    Qi Zhang, Yifei Wang, Yisen Wang arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-10-15 Improving Radiology Summarization with Radiograph and Anatomy Prompts    Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Attention  Summarization  PDF
• 2022-10-14 Instance Segmentation with Cross-Modal Consistency    Alex Zihao Zhu, Vincent Casser, Reza Mahjourian, Henrik Kretzschmar, Sören Pirk arXiv_CV arXiv_CV  Segmentation  Embedding  Tracking  Object_Tracking  Contrastive_Learning  Autonomous  PDF
• 2022-10-14 Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning    Louis Castricato, Alexander Havrilla, Shahbuland Matiana, Michael Pieler, Anbang Ye, Ian Yang, Spencer Frazier, Mark Riedl arXiv_CL arXiv_CL  Reinforcement_Learning  Pose  Contrastive_Learning  Language_Model  PDF
• 2022-10-14 Blind Super-Resolution for Remote Sensing Images via Conditional Stochastic Normalizing Flows    Hanlin Wu, Ning Ni, Shan Wang, Libao Zhang arXiv_CV arXiv_CV  Super_Resolution  Adversarial  Pose  Contrastive_Learning  Face  Attention  GAN  PDF
• 2022-10-14 Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning    Wenbin An, Feng Tian, Ping Chen, Siliang Tang, Qinghua Zheng, QianYing Wang arXiv_AI arXiv_AI  Knowledge  Pose  Contrastive_Learning  PDF
• 2022-10-14 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation    Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang arXiv_CL arXiv_CL  Zero-Shot  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Action  Relation  PDF
• 2022-10-13 A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography    Tengfei Xue, Fan Zhang, Leo R. Zekelman, Chaoyi Zhang, Yuqian Chen, Suheyla Cetin-Karayumak, Steve Pieper, William M. Wells, Yogesh Rathi, Nikos Makris, Weidong Cai, Lauren J. O'Donnell arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Prediction  PDF
• 2022-10-13 LEAVES: Learning Views for Time-Series Data in Contrastive Learning    Han Yu, Huiyuan Yang, Akane Sano arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-10-13 RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval    Xing Wu, Chaochen Gao, Zijia Lin, Zhongyuan Wang, Jizhong Han, Songlin Hu arXiv_AI arXiv_AI  Transformer  Sparse  Pose  Contrastive_Learning  Video_Retrieval  PDF
• 2022-10-13 Closed-book Question Generation via Contrastive Learning    Xiangjue Dong, Jiaying Lu, Jianling Wang, James Caverlee arXiv_CL arXiv_CL  Transformer  Reconstruction  Unsupervised  Pose  Contrastive_Learning  QA  PDF
• 2022-10-13 Low-resource Neural Machine Translation with Cross-modal Alignment    Zhe Yang, Qingkai Fang, Yang Feng arXiv_CL arXiv_CL  Zero-Shot  Pose  Contrastive_Learning  Few-Shot  PDF
• 2022-10-12 Language Agnostic Multilingual Information Retrieval with Contrastive Learning    Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang arXiv_CL arXiv_CL  Zero-Shot  Represenation_Learning  Pose  Contrastive_Learning  Language_Model  PDF
• 2022-10-12 Prepended Domain Transformer: Heterogeneous Face Recognition without Bells and Whistles    Anjith George, Amir Mohammadi, Sebastien Marcel arXiv_CV arXiv_CV  Transformer  Recognition  Sketch  Pose  Contrastive_Learning  Face  Face_Recognition  Matching  PDF
• 2022-10-12 Self-supervised video pretraining yields strong image representations    Nikhil Parthasarathy, S. M. Ali Eslami, João Carreira, Olivier J. Hénaff arXiv_AI arXiv_AI  Image_Caption  Segmentation  Transfer_Learning  Semantic_Segmentation  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Detection  Object_Detection  PDF
• 2022-10-12 Self-Attention Message Passing for Contrastive Few-Shot Learning    Ojas Kishorkumar Shirekar, Anuj Singh, Hadi Jamali-Rad arXiv_CV arXiv_CV  Transformer  Unsupervised  Pose  Contrastive_Learning  Classification  Deep_Learning  Relation  Few-Shot  Attention  PDF
• 2022-10-12 QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking    Tobias Fischer, Jiangmiao Pang, Thomas E. Huang, Linlu Qiu, Haofeng Chen, Trevor Darrell, Fisher Yu arXiv_CV arXiv_CV  Tracking  Sparse  Object_Tracking  Contrastive_Learning  Detection  Object_Detection  Inference  Matching  PDF
• 2022-10-12 Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning    Fuying Wang, Yuyin Zhou, Shujun Wang, Varut Vardhanabhuti, Lequan Yu arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Represenation_Learning  Contrastive_Learning  Classification  Detection  Relation  Object_Detection  Attention  Medical  Image_Classification  Matching  PDF
• 2022-10-12 Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning    Yuchong Sun, Hongwei Xue, Ruihua Song, Bei Liu, Huan Yang, Jianlong Fu arXiv_CV arXiv_CV  Transformer  Pose  Contrastive_Learning  Relation  Attention  Activity  QA  Video_Retrieval  PDF
• 2022-10-12 Contrastive introspection to rapidly identify invariant steps for success    Chen Sun, Wannan Yang, Benjamin Alsbury-Nealy, Yoshua Bengio, Blake Richards arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Knowledge  Contrastive_Learning  PDF
• 2022-10-11 Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative Learning    Bo Li, Yongqiang Yao, Jingru Tan, Xin Lu, Fengwei Yu, Ye Luo, Jianwei Lu arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  PDF
• 2022-10-11 ViFiCon: Vision and Wireless Association Via Self-Supervised Contrastive Learning    Nicholas Meegan, Hansi Liu, Bryan Cao, Abrar Alali, Kristin Dana, Marco Gruteser, Shubham Jain, Ashwin Ashok arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  CNN  PDF
• 2022-10-11 Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks    Junfei Wu, Weizhi Xu, Qiang Liu, Shu Wu, Liang Wang arXiv_CL arXiv_CL  Represenation_Learning  Adversarial  Pose  Contrastive_Learning  Action  Detection  Attention  Prediction  PDF
• 2022-10-11 Learning to Locate Visual Answer in Video Corpus Using Question    Bin Li, Yixuan Weng, Bin Sun, Shutao Li arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Action  Language_Model  QA  Video_Retrieval  PDF
• 2022-10-11 MAP: Modality-Agnostic Uncertainty-Aware Vision-Language Pre-training Model    Yatai Ji, Junjie Wang, Yuan Gong, Lin Zhang, Yanru Zhu, Hongfa Wang, Jiaxing Zhang, Tetsuya Sakai, Yujiu Yang arXiv_CL arXiv_CL  Transformer  Pose  Contrastive_Learning  VQA  Language_Model  Matching  PDF
• 2022-10-11 Legal Element-oriented Modeling with Multi-view Contrastive Learning for Legal Case Retrieval    Zhaowei Wang arXiv_CL arXiv_CL  Knowledge  Pose  Contrastive_Learning  Action  Language_Model  PDF
• 2022-10-11 Improving Dense Contrastive Learning with Dense Negative Pairs    Berk Iskender, Zhenlin Xu, Simon Kornblith, Enhung Chu, Maryam Khademi arXiv_CV arXiv_CV  Reconstruction  Segmentation  Represenation_Learning  Pose  Contrastive_Learning  Classification  Detection  PDF
• 2022-10-10 Multilingual Representation Distillation with Contrastive Learning    Weiting Tan, Kevin Heffernan, Holger Schwenk, Philipp Koehn arXiv_CL arXiv_CL  Contrastive_Learning  PDF
• 2022-10-10 SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction    Miao Peng, Ben Liu, Qianqian Xie, Wenjie Xu, Hua Wang, Min Peng arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Relation  Attention  Prediction  PDF
• 2022-10-10 Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression    Sean Grullon, Vaughn Spurrier, Jiayi Zhao, Corey Chivers, Yang Jiang, Kiran Motaparthi, Michael Bonham, Julianna Ianni arXiv_AI arXiv_AI  Image_Caption  Salient  Self-Supervised  Contrastive_Learning  Action  Deep_Learning  PDF
• 2022-10-10 Contrastive Learning Approach for Semi-Supervised Seismic Facies Identification Using High-Confidence Representations    Kewen Li, Wenlong Liu, Yimin Dou, Zhifeng Xu, Hongjie Duan, Ruilin Jing arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Survey  Classification  PDF
• 2022-10-10 Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning    Qingyi Si, Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Relation  VQA  QA  PDF
• 2022-10-10 HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model Pretraining    Chunhui Zhang, Yixiong Chen, Li Liu, Qiong Liu, Xi Zhou arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action  PDF
• 2022-10-10 Contrastive Bayesian Analysis for Deep Metric Learning    Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Mladenovic Vladimir, Zhihai He arXiv_CV arXiv_CV  Embedding  Pose  Contrastive_Learning  PDF
• 2022-10-09 Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction based on Semi-Supervised Contrastive Learning    Luyi Han, Yunzhi Huang, Tao Tan, Ritse Mann arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Contrastive_Learning  Prediction  PDF
• 2022-10-08 InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings    Xing Wu, Chaochen Gao, Zijia Lin, Jizhong Han, Zhongyuan Wang, Songlin Hu arXiv_CL arXiv_CL  Embedding  Unsupervised  Bert  Represenation_Learning  Pose  Contrastive_Learning  Relation  Language_Model  PDF
• 2022-10-08 SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning    Zhenyu Mao, Dongsheng Zhu, Jinghui Lu, Rui Zhao, Fei Tan arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2022-10-08 Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method    Lu Zhang, Yang Wang, Jiaogen Zhou, Chenbo Zhang, Yinglu Zhang, Jihong Guan, Yatao Bian, Shuigeng Zhou arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Detection  Few-Shot  Object_Detection  GAN  PDF
• 2022-10-08 Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition    Yuxuan Shu, Xiao Gu, Guang-Zhong Yang, Benny Lo arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Contrastive_Learning  Face  PDF
• 2022-10-07 Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative    Tianxin Wei, Yuning You, Tianlong Chen, Yang Shen, Jingrui He, Zhangyang Wang arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Relation  PDF
• 2022-10-07 SAICL: Student Modelling with Interaction-level Auxiliary Contrastive Tasks for Knowledge Tracing and Dropout Prediction    Jungbae Park, Jinyoung Kim, Soonwoo Kwan, Sang Wan Lee arXiv_AI arXiv_AI  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action  Inference  Prediction  PDF
• 2022-10-07 Zero-shot stance detection based on cross-domain feature enhancement by contrastive learning    Xuechen Zhao, Jiaying Zou, Zhong Zhang, Feng Xie, Bin Zhou, Lei Tian arXiv_AI arXiv_AI  Unsupervised  Enhancement  Zero-Shot  Knowledge  Pose  Contrastive_Learning  Detection  Attention  Inference  PDF
• 2022-10-07 Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding    Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, Hong Yu arXiv_CL arXiv_CL  Knowledge  Pose  Contrastive_Learning  Classification  Few-Shot  Medical  PDF
• 2022-10-06 Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup    Huimin Zeng, Zhenrui Yue, Ziyi Kou, Lanyu Shang, Yang Zhang, Dong Wang arXiv_AI arXiv_AI  Unsupervised  Knowledge  Adversarial  Pose  Contrastive_Learning  Detection  PDF
• 2022-10-06 Brief Introduction to Contrastive Learning Pretext Tasks for Visual Representation    Zhenyuan Lu arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-10-06 Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding    Guofeng Mei, Cristiano Saltori, Fabio Poiesi, Jian Zhang, Elisa Ricci, Nicu Sebe, Qiang Wu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Point_Cloud  3D  Pose  Contrastive_Learning  Classification  Prediction  PDF
• 2022-10-06 CLAD: A Contrastive Learning based Approach for Background Debiasing    Ke Wang, Harshitha Machiraju, Oh-Hyeon Choung, Michael Herzog, Pascal Frossard arXiv_AI arXiv_AI  Contrastive_Learning  Classification  CNN  Image_Classification  PDF
• 2022-10-05 Making Your First Choice: To Address Cold Start Problem in Vision Active Learning    Liangyu Chen, Yutong Bai, Siyu Huang, Yongyi Lu, Bihan Wen, Alan L. Yuille, Zongwei Zhou arXiv_AI arXiv_AI  Contrastive_Learning  Medical  PDF
• 2022-10-05 Jitter Does Matter: Adapting Gaze Estimation to New Domains    Ruicong Liu, Yiwei Bao, Mingjie Xu, Haofei Wang, Yunfei Liu, Feng Lu arXiv_CV arXiv_CV  Adversarial  Pose  Contrastive_Learning  Gaze_Estimation  Prediction  PDF
• 2022-10-04 When and why vision-language models behave like bag-of-words models, and what to do about it?    Mert Yuksekgonul, Federico Bianchi, Pratyusha Kalluri, Dan Jurafsky, James Zou arXiv_AI arXiv_AI  Transformer  Contrastive_Learning  Face  Relation  Caption  Language_Model  PDF
• 2022-10-04 Supervised Metric Learning for Retrieval via Contextual Similarity Optimization    Christopher Liao, Theodoros Tsiligkaridis, Brian Kulis arXiv_CV arXiv_CV  Unsupervised  Optimization  Image_Retrieval  Regularization  Pose  Contrastive_Learning  Classification  Relation  PDF
• 2022-10-04 Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene    Sulabh Shrestha, Yimeng Li, Jana Kosecka arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Contrastive_Learning  CNN  PDF
• 2022-10-04 COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation    Rong Li, Anh-Quan Cao, Raoul de Charette arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Pose  Contrastive_Learning  Prediction  PDF
• 2022-10-04 CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning    Charles Guille-Escuret, Pau Rodriguez, David Vazquez, Ioannis Mitliagkas, Joao Monteiro arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Contrastive_Learning  Detection  PDF
• 2022-10-04 CFL-Net: Image Forgery Localization Using Contrastive Learning    Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo arXiv_CV arXiv_CV  Knowledge  Contrastive_Learning  PDF
• 2022-10-04 A Study on the Efficiency and Generalization of Light Hybrid Retrievers    Man Luo, Shashank Jain, Anchit Gupta, Arash Einolghozati, Barlas Oguz, Debojeet Chatterjee, Xilun Chen, Chitta Baral, Peyman Heidari arXiv_CL arXiv_CL  Sparse  Knowledge  Adversarial  Contrastive_Learning  PDF
• 2022-10-03 ContraGen: Effective Contrastive Learning For Causal Language Model    Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad, Zijian Wang, Feng Nan, Xiaopeng Li, Ming Tan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Xiaofei Ma, Bing Xiang arXiv_CL arXiv_CL  Contrastive_Learning  Language_Model  PDF
• 2022-10-03 CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training    Tianyu Huang, Bowen Dong, Yunhan Yang, Xiaoshui Huang, Rynson W.H. Lau, Wanli Ouyang, Wangmeng Zuo arXiv_CV arXiv_CV  Transformer  Point_Cloud  3D  Zero-Shot  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  Few-Shot  PDF
• 2022-10-02 Spectral Augmentation for Self-Supervised Learning on Graphs    Lu Lin, Jinghui Chen, Hongning Wang arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2022-10-02 Fine-grained Contrastive Learning for Definition Generation    Hengyuan Zhang, Dawei Li, Shiping Yang, Yanran Li arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2022-10-02 Contrastive Audio-Visual Masked Autoencoder    Yuan Gong, Andrew Rouditchenko, Alexander H. Liu, David Harwath, Leonid Karlinsky, Hilde Kuehne, James Glass arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2022-09-30 Contrastive Corpus Attribution for Explaining Representations    Chris Lin, Hugh Chen, Chanwoo Kim, Su-In Lee arXiv_AI arXiv_AI  Image_Caption  Unsupervised  Zero-Shot  Pose  Contrastive_Learning  Quantitative  PDF
• 2022-09-30 Slimmable Networks for Contrastive Self-supervised Learning    Shuai Zhao, Xiaohan Wang, Linchao Zhu, Yi Yang arXiv_CV arXiv_CV  Transformer  Knowledge  Self-Supervised  Contrastive_Learning  PDF
• 2022-09-30 ERNIE-ViL 2.0: Multi-view Contrastive Learning for Image-Text Pre-training    Bin Shan, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang arXiv_CV arXiv_CV  Transformer  Pose  Contrastive_Learning  Relation  Attention  PDF
• 2022-09-29 Few-shot Text Classification with Dual Contrastive Consistency    Liwen Sun, Jiawei Han arXiv_AI arXiv_AI  Text_Classification  Regularization  Pose  Contrastive_Learning  Classification  Few-Shot  Language_Model  PDF
• 2022-09-29 Understanding Collapse in Non-Contrastive Learning    Alexander C. Li, Alexei A. Efros, Deepak Pathak arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-09-29 REST: REtrieve & Self-Train for generative action recognition    Adrian Bulat, Enrique Sanchez, Brais Martinez, Georgios Tzimiropoulos arXiv_AI arXiv_AI  Unsupervised  Recognition  Zero-Shot  Knowledge  Pose  Contrastive_Learning  Action_Recognition  Action  Caption  PDF
• 2022-09-29 Prompt-guided Scene Generation for 3D Zero-Shot Learning    Majid Nasiri, Ali Cheraghian, Townim Faisal Chowdhury, Sahar Ahmadi, Morteza Saberi, Shafin Rahman arXiv_CV arXiv_CV  Point_Cloud  3D  Bert  Zero-Shot  Scene_Generation  Pose  Contrastive_Learning  Action  Caption  Language_Model  PDF
• 2022-09-29 COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization    Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xuanjing Huang, Xipeng Qiu arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Summarization  Inference  PDF
• 2022-09-28 Audio Retrieval with WavText5K and CLAP Training    Soham Deshmukh, Benjamin Elizalde, Huaming Wang arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Caption  PDF
• 2022-09-28 Supervised Contrastive Learning as Multi-Objective Optimization for Fine-Tuning Large Pre-trained Language Models    Youness Moukafih, Mounir Ghogho, Kamel Smaili arXiv_CL arXiv_CL  Embedding  Bert  Optimization  Adversarial  Pose  Contrastive_Learning  Classification  Language_Model  PDF
• 2022-09-28 Weighted Contrastive Hashing    Jiaguo Yu, Huming Qiu, Dubing Chen, Haofeng Zhang arXiv_CV arXiv_CV  Image_Caption  Unsupervised  Pose  Contrastive_Learning  Relation  Attention  PDF
• 2022-09-28 Graph Soft-Contrastive Learning via Neighborhood Ranking    Zhiyuan Ning, Pengfei Wang, Pengyang Wang, Ziyue Qiao, Wei Fan, Denghui Zhang, Yi Du, Yuanchun Zhou arXiv_AI arXiv_AI  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2022-09-28 Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval    Zheng Li, Caili Guo, Xin Wang, Zerun Feng, Jenq-Neng Hwang, Zhongtian Du arXiv_CV arXiv_CV  Transformer  Optimization  Pose  Contrastive_Learning  PDF
• 2022-09-28 Learning Deep Representations via Contrastive Learning for Instance Retrieval    Tao Wu, Tie Luo, Donald Wunsch arXiv_CV arXiv_CV  Transfer_Learning  Enhancement  Image_Retrieval  Pose  Contrastive_Learning  PDF
• 2022-09-27 Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels    Chenyu You, Weicheng Dai, Fenglin Liu, Haoran Su, Xiaoran Zhang, Lawrence Staib, James S. Duncan arXiv_AI arXiv_AI  Segmentation  Unsupervised  Pose  Contrastive_Learning  Face  Relation  Attention  Medical  PDF
• 2022-09-27 RepsNet: Combining Vision with Language for Automated Medical Reports    Ajay Kumar Tanwani, Joelle Barral, Daniel Freedman arXiv_CV arXiv_CV  Contrastive_Learning  Classification  VQA  Medical  Language_Model  QA  PDF
• 2022-09-27 WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs    Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander Gelbukh arXiv_CL arXiv_CL  Text_Classification  Salient  Knowledge  Knowledge_Graph  Contrastive_Learning  Classification  Sentiment  Summarization  PDF
• 2022-09-26 Generalized Parametric Contrastive Learning    Jiequan Cui, Zhisheng Zhong, Zhuotao Tian, Shu Liu, Bei Yu, Jiaya Jia arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Recognition  Optimization  Pose  Contrastive_Learning  PDF
• 2022-09-24 Contrastive learning for unsupervised medical image clustering and reconstruction    Matteo Ferrante, Tommaso Boccato, Simeon Spasov, Andrea Duggento, Nicola Toschi arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Transfer_Learning  Pose  Contrastive_Learning  Medical  Prediction  PDF
• 2022-09-24 Self-supervised Image Clustering from Multiple Incomplete Views via Constrastive Complementary Generation    Jiatai Wang, Zhiwei Xu, Xuewen Yang, Dongjin Guo, Limin Liu arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  Contrastive_Learning  GAN  PDF
• 2022-09-23 Whodunit? Learning to Contrast for Authorship Attribution    Bo Ai, Yuchen Wang, Yugin Tan, Samson Tan arXiv_AI arXiv_AI  Knowledge  Pose  Contrastive_Learning  Quantitative  PDF
• 2022-09-23 View-Invariant Skeleton-based Action Recognition via Global-Local Contrastive Learning    Cunling Bian, Wei Feng, Fanbo Meng, Song Wang arXiv_CV arXiv_CV  Unsupervised  Recognition  3D  Represenation_Learning  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  PDF
• 2022-09-23 CUTS: A Fully Unsupervised Framework for Medical Image Segmentation    Matthew Amodio, Feng Gao, Arman Avesta, Sanjay Aneja, Lucian V. Del Priore, Jay Wang, Smita Krishnaswamy arXiv_CV arXiv_CV  Transformer  Reconstruction  Segmentation  Unsupervised  Contrastive_Learning  Quantitative  Deep_Learning  Medical  PDF
• 2022-09-22 Capsule Network based Contrastive Learning of Unsupervised Visual Representations    Harsh Panwar, Ioannis Patras arXiv_AI arXiv_AI  Unsupervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2022-09-22 An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning    Shaobin Chen, Jie Zhou, Yuling Sun, Liang He arXiv_AI arXiv_AI  Reconstruction  Embedding  Unsupervised  Represenation_Learning  Contrastive_Learning  PDF
• 2022-09-22 CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding    Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing-Kwong Chan, Chong-Wah Ngo, Zheng Shou, Nan Duan arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Inference  PDF
• 2022-09-22 SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning    Eunkyu Oh, Taehun Kim, Minsoo Kim, Yunhu Ji, Sushil Khyalia arXiv_AI arXiv_AI  Sparse  Pose  Contrastive_Learning  Face  Action  Attention  Recommendation  PDF
• 2022-09-21 Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images    Jitesh Joshi, Nadia Bianchi-Berthouze, Youngjun Cho arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Adversarial  Pose  Contrastive_Learning  Face  Attention  PDF
• 2022-09-21 Boosting Star-GANs for Voice Conversion with Contrastive Discriminator    Shijing Si, Jianzong Wang, Xulong Zhang, Xiaoyang Qu, Ning Cheng, Jing Xiao arXiv_SD arXiv_SD  Adversarial  Pose  Contrastive_Learning  GAN  PDF
• 2022-09-21 Federated Learning from Pre-Trained Models: A Contrastive Learning Approach    Yue Tan, Guodong Long, Jie Ma, Lu Liu, Tianyi Zhou, Jing Jiang arXiv_AI arXiv_AI  Knowledge  Pose  Contrastive_Learning  PDF
• 2022-09-20 SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning    Seongju Lee, Yeonguk Yu, Seunghyeok Back, Hogeon Seo, Kyoobin Lee arXiv_AI arXiv_AI  Tracking  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-09-20 Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings    Yiren Jian, Chongyang Gao, Soroush Vosoughi arXiv_CL arXiv_CL  Transformer  Embedding  Represenation_Learning  Contrastive_Learning  PDF
• 2022-09-20 An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability    Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John Grundy, Hung Nguyen, Seyit Camtepe, Paul Quirk, Dinh Phung arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-09-19 Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction    Michiel van der Meer, Myrthe Reuver, Urja Khurana, Lea Krause, Selene Báez Santamaría arXiv_AI arXiv_AI  Contrastive_Learning  Language_Model  Prediction  PDF
• 2022-09-19 S$^3$R: Self-supervised Spectral Regression for Hyperspectral Histopathology Image Classification    Xingran Xie, Yan Wang, Qingli Li arXiv_CV arXiv_CV  Transformer  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  Image_Classification  PDF
• 2022-09-19 Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation    Qiang Wang, Rongxiang Weng, Ming Chen arXiv_CL arXiv_CL  Pose  Contrastive_Learning  PDF
• 2022-09-17 Few-Shot Classification with Contrastive Learning    Zhanyuan Yang, Jinghua Wang, Yingying Zhu arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Contrastive_Learning  Classification  Few-Shot  PDF
• 2022-09-16 MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning    Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2022-09-16 Topological Structure Learning for Weakly-Supervised Out-of-Distribution Detection    Rundong He, Rongxue Li, Zhongyi Han, Yilong Yin arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Detection  PDF
• 2022-09-16 SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape Correspondence    Lei Li, Souhaib Attaiki, Maks Ovsjanikov arXiv_CV arXiv_CV  3D  Regularization  Pose  Contrastive_Learning  Matching  PDF
• 2022-09-16 Spatial-then-Temporal Self-Supervised Learning for Video Correspondence    Rui Li, Dong Liu arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2022-09-14 PointACL:Adversarial Contrastive Learning for Robust Point Clouds Representation under Adversarial Attack    Junxuan Huang, Yatong An, Lu cheng, Bai Chen, Junsong Yuan, Chunming Qiao arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Adversarial  Self-Supervised  Contrastive_Learning  Classification  Inference  PDF
• 2022-09-14 Joint Debiased Representation and Image Clustering Learning with Self-Supervision    Shunjie-Fabian Zheng, JaeEun Nam, Emilio Dorigatti, Bernd Bischl, Shekoofeh Azizi, Mina Rezaei arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2022-09-14 FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain Contrastive Learning    Lingyu Du, Guohao Lan arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Contrastive_Learning  Deep_Learning  Gaze_Estimation  Attention  PDF
• 2022-09-14 SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation    Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li arXiv_CL arXiv_CL  Transformer  Tracking  Optimization  Pose  Contrastive_Learning  Few-Shot  Language_Model  Prediction  PDF
• 2022-09-14 SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding    Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li arXiv_CL arXiv_CL  Transformer  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-09-14 Jointly Contrastive Representation Learning on Road Network and Trajectory    Zhenyu Mao, Ziyue Li, Dedong Li, Lei Bai, Rui Zhao arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  Relation  Inference  PDF
• 2022-09-13 Active Perception Applied To Unmanned Aerial Vehicles Through Deep Reinforcement Learning    Matheus G. Mateus, Ricardo B. Grando, Paulo L. J. Drews-Jr arXiv_AI arXiv_AI  Tracking  Recognition  Reinforcement_Learning  Contrastive_Learning  Face  CNN  Autonomous  PDF
• 2022-09-13 Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling    Dongsuk Oh, Yejin Kim, Hodong Lee, H. Howie Huang, Heuiseok Lim arXiv_AI arXiv_AI  Embedding  Unsupervised  Bert  Contrastive_Learning  Attention  Language_Model  PDF
• 2022-09-13 Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching    Kunbo Ding, Weijie Liu, Yuejian Fang, Zhe Zhao, Qi Ju, Xuefeng Yang arXiv_CL arXiv_CL  Knowledge  Pose  Contrastive_Learning  Matching  PDF
• 2022-09-12 Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering of Neural Features    Wufei Ma, Angtian Wang, Alan Yuille, Adam Kortylewski arXiv_CV arXiv_CV  3D  Optimization  Sparse  Pose_Estimation  Pose  Contrastive_Learning  PDF
• 2022-09-12 SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning    Wei Han, Hui Chen, Zhen Hai, Soujanya Poria, Lidong Bing arXiv_AI arXiv_AI  Review  Pose  Contrastive_Learning  Relation  Attention  Prediction  Matching  PDF
• 2022-09-12 A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language    Bing Su, Dazhao Du, Zhao Yang, Yujie Zhou, Jiangmeng Li, Anyi Rao, Hao Sun, Zhiwu Lu, Ji-Rong Wen arXiv_AI arXiv_AI  Knowledge  Pose  Contrastive_Learning  Caption  Prediction  PDF
• 2022-09-07 Information Maximization for Extreme Pose Face Recognition    Mohammad Saeed Ebrahimi Saadabadi, Sahar Rahimi Malakshan, Sobhan Soleymani, Moktari Mostofa, Nasser M. Nasrabadi arXiv_CV arXiv_CV  Embedding  Recognition  Adversarial  Pose  Contrastive_Learning  Face  Face_Recognition  Matching  PDF
• 2022-09-07 MimCo: Masked Image Modeling Pre-training with Contrastive Teacher    Qiang Zhou, Chaohui Yu, Hao Luo, Zhibin Wang, Hao Li arXiv_CV arXiv_CV  Transformer  Reconstruction  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2022-09-07 Semi-supervised Crowd Counting via Density Agency    Hui Lin, Zhiheng Ma, Xiaopeng Hong, Yaowei Wang, Zhou Su arXiv_CV arXiv_CV  Transformer  Pose  Contrastive_Learning  PDF
• 2022-09-06 Fun2Vec:a Contrastive Learning Framework of Function-level Representation for Binary    Sun RuiJin, Guo ShiZe, Guo JinHong, Sun Meng, Pan ZhiSong arXiv_AI arXiv_AI  Embedding  Unsupervised  Optimization  Pose  Contrastive_Learning  Detection  Few-Shot  PDF
• 2022-09-06 Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification    Yuxiang Zhang, Mengmeng Zhang, Wei Li, Shuai Wang, Ran Tao arXiv_CV arXiv_CV  Transformer  Zero-Shot  Knowledge  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2022-09-06 Multimodal contrastive learning for remote sensing tasks    Umangi Jain, Alex Wilson, Varun Gulshan arXiv_CV arXiv_CV  Segmentation  Embedding  Self-Supervised  Pose  Contrastive_Learning  Medical  PDF
• 2022-09-05 Supervised Contrastive Learning to Classify Paranasal Anomalies in the Maxillary Sinus    Debayan Bhattacharya, Benjamin Tobias Becker, Finn Behrendt, Marcel Bengs, Dirk Beyersdorff, Dennis Eggert, Elina Petersen, Florian Jansen, Marvin Petersen, Bastian Cheng, Christian Betz, Alexander Schlaefer, Anna Sophie Hoffmann arXiv_CV arXiv_CV  Embedding  3D  Pose  Contrastive_Learning  Classification  Deep_Learning  PDF
• 2022-09-04 SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER    Shuzheng Si, Shuang Zeng, Jiaxing Lin, Baobao Chang arXiv_CL arXiv_CL  Recognition  Pose  Contrastive_Learning  Inference  PDF
• 2022-09-04 Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification    Yuxiang Zhang, Wei Li, Weidong Sun, Ran Tao, Qian Du arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Contrastive_Learning  Classification  Attention  Image_Classification  PDF
• 2022-09-04 Representative Image Feature Extraction via Contrastive Learning Pretraining for Chest X-ray Report Generation    Yu-Jen Chen, Wei-Hsiang Shen, Hao-Wei Chung, Jing-Hao Chiu, Da-Cheng Juan, Tsung-Ying Ho, Chi-Tung Cheng, Meng-Lin Li, Tsung-Yi Ho arXiv_CV arXiv_CV  Segmentation  Pose  Contrastive_Learning  Action  Quantitative  Medical  PDF
• 2022-09-04 Joint Prediction of Meningioma Grade and Brain Invasion via Task-Aware Contrastive Learning    Tianling Liu, Wennan Liu, Lequan Yu, Liang Wan, Tong Han, Lei Zhu arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Prediction  PDF
• 2022-09-03 Semi-Supervised Semantic Segmentation with Cross Teacher Training    Hui Xiao, Li Dong, Kangkang Song, Hao Xu, Shuibo Fu, Diqun Yan, Chengbin Peng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Pose  Contrastive_Learning  CNN  PDF
• 2022-09-03 Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels    Zhongchen Ma, Lisha Li, Qirong Mao, Songcan Chen arXiv_CV arXiv_CV  Image_Caption  Embedding  Unsupervised  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Classification  GAN  Image_Classification  PDF
• 2022-09-02 A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning    Trung Thanh Nguyen, Hoang Dang Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Ichiro Ide, Phi Le Nguyen arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Relation  Matching  PDF
• 2022-09-02 Multi-modal Contrastive Representation Learning for Entity Alignment    Zhenxi Lin, Ziheng Zhang, Meng Wang, Yinghui Shi, Xian Wu, Yefeng Zheng arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Action  Relation  PDF
• 2022-09-02 Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images    Min Shi, Anagha Lokhande, Mojtaba S. Fazli, Vishal Sharma, Yu Tian, Yan Luo, Louis R. Pasquale, Tobias Elze, Michael V. Boland, Nazlee Zebardast, David S. Friedman, Lucy Q. Shen, Mengyu Wang arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Detection  GAN  Prediction  PDF
• 2022-09-02 Temporal Contrastive Learning with Curriculum    Shuvendu Roy, Ali Etemad arXiv_CV arXiv_CV  Transformer  Recognition  3D  Represenation_Learning  Pose  Contrastive_Learning  Action_Recognition  Action  Video_Retrieval  PDF
• 2022-09-01 Multi-Scale Contrastive Co-Training for Event Temporal Relation Extraction    Hao-Ren Yao, Luke Breitfeller, Aakanksha Naik, Chunxiao Zhou, Carolyn Rose arXiv_AI arXiv_AI  Transformer  Embedding  Reinforcement_Learning  Bert  Contrastive_Learning  Action  Relation  Relation_Extraction  Language_Model  Prediction  PDF
• 2022-09-01 TempCLR: Reconstructing Hands via Time-Coherent Contrastive Learning    Andrea Ziani, Zicong Fan, Muhammed Kocabas, Sammy Christen, Otmar Hilliges arXiv_CV arXiv_CV  Reconstruction  3D  Pose_Estimation  Pose  Contrastive_Learning  Quantitative  PDF
• 2022-09-01 Focus-Driven Contrastive Learniang for Medical Question Summarization    Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Face  Summarization  Medical  PDF
• 2022-09-01 PointCLM: A Contrastive Learning-based Framework for Multi-instance Point Cloud Registration    Mingzhi Yuan, Zhihao Li, Qiuye Jin, Xinrong Chen, Manning Wang arXiv_CV arXiv_CV  Point_Cloud  Pose  Contrastive_Learning  PDF
• 2022-09-01 ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification    Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian arXiv_CV arXiv_CV  Adversarial  Pose  Contrastive_Learning  Classification  Medical  Image_Classification  PDF
• 2022-08-31 EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing    Qihua Feng, Peiya Li, Zhixun Lu, Chaozhuo Li, Zefang Wang, Zhiquan Liu, Chunhui Duan, Feiran Huang arXiv_CV arXiv_CV  Transformer  Unsupervised  Image_Retrieval  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-08-31 Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation    Sirui Wang, Kaiwen Wei, Hongzhi Zhang, Yuntao Li, Wei Wu arXiv_AI arXiv_AI  Knowledge  Review  Pose  Contrastive_Learning  Classification  Prediction  PDF
• 2022-08-31 SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization    Hongbo Sun, Xiangteng He, Yuxin Peng arXiv_CV arXiv_CV  Transformer  Recognition  Represenation_Learning  Pose  Contrastive_Learning  Relation  Attention  PDF
• 2022-08-30 Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning    Sheng Zhang, Hao Cheng, Jianfeng Gao, Hoifung Poon arXiv_AI arXiv_AI  Recognition  Contrastive_Learning  Classification  PDF
• 2022-08-30 Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning    Tianyuan Yao, Chang Qu, Jun Long, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Zuhayr Asad, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A.Landman, Haichun Yang, Catie Chang, Yuankai Huo arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Medical  Image_Classification  PDF
• 2022-08-27 CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation    Midhun Vayyat, Jaswin Kasi, Anuraag Bhattacharya, Shuaib Ahmed, Rahul Tallamraju arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Pose  Contrastive_Learning  PDF
• 2022-08-26 Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning    Setareh Rahimi Taghanaki, Michael Rainbow, Ali Etemad arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Activity  PDF
• 2022-08-26 Parotid Gland MR Image Segmentation Based on Contrastive Learning    Zi'an Xu, Yin Dai, Fayu Liu, Boyuan Wu, Weibing Chen, Lifu Shi arXiv_AI arXiv_AI  Transformer  Segmentation  Unsupervised  Transfer_Learning  Contrastive_Learning  Medical  PDF
• 2022-08-25 Multimedia Generative Script Learning for Task Planning    Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji arXiv_AI arXiv_AI  Tracking  Knowledge  Pose  Contrastive_Learning  PDF
• 2022-08-25 Supervised Contrastive Learning for Affect Modelling    Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Classification  Prediction  PDF
• 2022-08-25 Decoding speech from non-invasive brain recordings    Alexandre Défossez, Charlotte Caucheteux, Jérémy Rapin, Ori Kabeli, Jean-Rémi King arXiv_AI arXiv_AI  Speech  Self-Supervised  Pose  Contrastive_Learning  Activity  CNN  PDF
• 2022-08-25 Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation Modeling for Unsupervised Person Re-Identification    Haocong Rao, Chunyan Miao arXiv_AI arXiv_AI  Person_Re-identification  Unsupervised  3D  Pose  Contrastive_Learning  Relation  Re-identification  PDF
• 2022-08-24 Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models    Minhaj Nur Alam, Rikiya Yamashita, Vignav Ramesh, Tejas Prabhune, Jennifer I. Lim, R.V.P. Chan, Joelle Hallak, Theodore Leng, Daniel Rubin arXiv_CV arXiv_CV  Style_Transfer  Contrastive_Learning  Classification  Deep_Learning  Detection  PDF
• 2022-08-24 Scenario-Adaptive and Self-Supervised Model for Multi-Scenario Personalized Recommendation    Yuanliang Zhang, Xiaofeng Wang, Jinxin Hu, Ke Gao, Chenyi Lei, Fei Fang arXiv_AI arXiv_AI  Transformer  Self-Supervised  Pose  Contrastive_Learning  Recommendation  PDF
• 2022-08-24 UniCon: Unidirectional Split Learning with Contrastive Loss for Visual Question Answering    Yuwei Sun, Hideya Ochiai arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Contrastive_Learning  VQA  QA  PDF
• 2022-08-23 Bitext Mining for Low-Resource Languages via Contrastive Learning    Weiting Tan, Philipp Koehn arXiv_CL arXiv_CL  Contrastive_Learning  Language_Model  PDF
• 2022-08-23 IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification    Trinh Thi Le Vuong, Quoc Dang Vu, Mostafa Jahanifar, Simon Graham, Jin Tae Kwak, Nasir Rajpoot arXiv_CV arXiv_CV  Image_Caption  Transformer  Self-Supervised  Pose  Contrastive_Learning  Classification  Deep_Learning  PDF
• 2022-08-23 CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations    Borun Chen, Hongyin Tang, Jingang Wang, Qifan Wang, Hai-Tao Zheng, Wei Wu, Liqian Yu arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Action  Relation  Language_Model  PDF
• 2022-08-23 Efficient Self-Supervision using Patch-based Contrastive Learning for Histopathology Image Segmentation    Nicklas Boserup, Raghavendra Selvan arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Contrastive_Learning  CNN  PDF
• 2022-08-23 Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning    Xin Wei, Huaiwei Cong, Zheng Zhang, Junran Peng, Guoping Chen, Jinpeng Li arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Deep_Learning  PDF
• 2022-08-23 Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT Lesions    Penghua Zhai, Enwei Zhu, Baolian Qi, Xin Wei, Jinpeng Li arXiv_CV arXiv_CV  Transformer  Embedding  Unsupervised  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2022-08-22 Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound    Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Medical  PDF
• 2022-08-22 Patient-level Microsatellite Stability Assessment from Whole Slide Images By Combining Momentum Contrast Learning and Group Patch Embeddings    Daniel Shats, Hadar Hezi, Guy Shani, Yosef E. Maruvka, Moti Freiman arXiv_AI arXiv_AI  Embedding  Pose  Contrastive_Learning  Classification  CNN  PDF
• 2022-08-22 TaCo: Textual Attribute Recognition via Contrastive Learning    Chang Nie, Yiqing Hu, Yanqiu Qu, Hao Liu, Deqiang Jiang, Bo Ren arXiv_CV arXiv_CV  Transformer  Recognition  Contrastive_Learning  PDF
• 2022-08-22 FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning    Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Action  Classification  Deep_Learning  Attention  Prediction  PDF
• 2022-08-21 GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization    Qianqian Xie, Jimin Huang, Tulika Saha, Sophia Ananiadou arXiv_CL arXiv_CL  Transformer  Salient  Pose  Contrastive_Learning  Summarization  Medical  Language_Model  PDF
• 2022-08-21 Masked Video Modeling with Correlation-aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound    Zehui Lin, Ruobing Huang, Dong Ni, Jiayi Wu, Baoming Luo arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Face  Classification  Relation  PDF
• 2022-08-21 CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval    Haoran Wang, Dongliang He, Wenhao Wu, Boyang Xia, Min Yang, Fu Li, Yunlong Yu, Zhong Ji, Errui Ding, Jingdong Wang arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Prediction  PDF
• 2022-08-21 CMSBERT-CLR: Context-driven Modality Shifting BERT with Contrastive Learning for linguistic, visual, acoustic Representations    Junghun Kim, Jihie Kim arXiv_CL arXiv_CL  Embedding  Bert  Optimization  Contrastive_Learning  Sentiment  PDF
• 2022-08-20 Fuse and Attend: Generalized Embedding Learning for Art and Sketches    Ujjal Kr Dutta arXiv_AI arXiv_AI  Embedding  Sparse  Sketch  Image_Retrieval  Pose  Contrastive_Learning  Attention  PDF
• 2022-08-18 Siamese Prototypical Contrastive Learning    Shentong Mo, Zhun Sun, Chao Li arXiv_CV arXiv_CV  Embedding  Unsupervised  Self-Supervised  Contrastive_Learning  PDF
• 2022-08-18 Disentangled Contrastive Learning for Social Recommendation    Jiahao Wu, Wenqi Fan, Jingfan Chen, Shengcai Liu, Qing Li, Ke Tang arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Action  Relation  Recommendation  PDF
• 2022-08-18 Reproducibility Report: Contrastive Learning of Socially-aware Motion Representations    Roopsa Sen, Sidharth Sinha, Parv Maheshwari, Animesh Jha, Debashish Chakravarty arXiv_CV arXiv_CV  Contrastive_Learning  PDF
• 2022-08-18 Mere Contrastive Learning for Cross-Domain Sentiment Analysis    Yun Luo, Fang Guo, Zihan Liu, Yue Zhang arXiv_CL arXiv_CL  Knowledge  Adversarial  Pose  Contrastive_Learning  Sentiment  PDF
• 2022-08-18 Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures    Ran Gu, Jingyang Zhang, Guotai Wang, Wenhui Lei, Tao Song, Xiaofan Zhang, Kang Li, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Pose  Contrastive_Learning  Medical  CNN  Prediction  PDF
• 2022-08-18 MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D Segmentation    Gopal Sharma, Kangxue Yin, Subhransu Maji, Evangelos Kalogerakis, Or Litany, Sanja Fidler arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Sparse  Self-Supervised  Pose  Contrastive_Learning  Face  PDF
• 2022-08-17 Multi-View Correlation Consistency for Semi-Supervised Semantic Segmentation    Yunzhong Hou, Stephen Gould, Liang Zheng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Contrastive_Learning  Relation  PDF
• 2022-08-17 CommitBART: A Large Pre-trained Model for GitHub Commits    Shangqing Liu, Yanzhou Li, Yang Liu arXiv_AI arXiv_AI  Transformer  Contrastive_Learning  Denoising  PDF
• 2022-08-17 SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation    Longxuan Ma, Ziyu Zhuang, Weinan Zhang, Mingda Li, Ting Liu arXiv_CL arXiv_CL  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2022-08-16 KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion    Zhaoxuan Tan, Zilong Chen, Shangbin Feng, Qingyue Zhang, Qinghua Zheng, Jundong Li, Minnan Luo arXiv_AI arXiv_AI  Embedding  Sparse  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Relation  Attention  PDF
• 2022-08-16 Object Discovery via Contrastive Learning for Weakly Supervised Object Detection    Jinhwan Seo, Wonho Bae, Danica J. Sutherland, Junhyug Noh, Daijin Kim arXiv_CV arXiv_CV  Embedding  Weakly_Supervised  Self-Supervised  Pose  Contrastive_Learning  Detection  Object_Detection  PDF
• 2022-08-15 C3-DINO: Joint Contrastive and Non-contrastive Self-Supervised Learning for Speaker Verification    Chunlei Zhang, Dong Yu arXiv_SD arXiv_SD  Image_Caption  Embedding  Speech  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2022-08-15 Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive Learning    Dongwoo Park, Jongmin Lee arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Detection  Few-Shot  Object_Detection  Attention  PDF
• 2022-08-14 Contrastive Learning for Joint Normal Estimation and Point Cloud Filtering    Dasith de Silva Edirimuni, Xuequan Lu, Gang Li, Antonio Robles-Kelly arXiv_CV arXiv_CV  Point_Cloud  3D  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-08-13 A Unified Two-Stage Group Semantics Propagation and Contrastive Learning Network for Co-Saliency Detection    Zhenshan Tan, Cheng Chen, Keyu Wen, Yuzhuo Qin, Xiaodong Gu arXiv_CV arXiv_CV  Salient  Pose  Contrastive_Learning  Action  Detection  PDF
• 2022-08-12 Motion Sensitive Contrastive Learning for Self-supervised Video Representation    Jingcheng Ni, Nan Zhou, Jie Qin, Qian Wu, Junqi Liu, Boxun Li, Di Huang arXiv_CV arXiv_CV  Video_Caption  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Optical_Flow  Video_Retrieval  Video_Classification  PDF
• 2022-08-12 Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation    Junjie Li, Zilei Wang, Yuan Gao, Xiaoming Hu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Pose  Contrastive_Learning  PDF
• 2022-08-12 Contrastive Learning for Object Detection    Rishab Balasubramanian, Kunal Rathore arXiv_CV arXiv_CV  Embedding  Self-Supervised  Contrastive_Learning  Detection  Object_Detection  PDF
• 2022-08-12 Contrastive Learning for OOD in Object detection    Rishab Balasubramanian, Rupashree Dey, Kunal Rathore arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-08-10 Multi-View Pre-Trained Model for Code Vulnerability Identification    Xuxiang Jiang, Yinhao Xiao, Jun Wang, Wei Zhang arXiv_AI arXiv_AI  Bert  Pose  Contrastive_Learning  PDF
• 2022-08-09 Improving COVID-19 CT Classification of CNNs by Learning Parameter-Efficient Representation    Yujia Xu, Hak-Keung Lam, Guangyu Jia, Jian Jiang, Junkai Liao, Xinqi Bao arXiv_CV arXiv_CV  Regularization  Pose  Contrastive_Learning  Classification  Deep_Learning  Detection  PDF
• 2022-08-08 Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation    Ayaan Haque, Hankyu Moon, Heng Hao, Sima Didari, Jae Oh Woo, Patrick Bangert arXiv_CV arXiv_CV  Transformer  Segmentation  Unsupervised  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-08-08 Understanding Masked Image Modeling via Learning Occlusion Invariant Feature    Xiangwen Kong, Xiangyu Zhang arXiv_CV arXiv_CV  Transformer  Reconstruction  Recognition  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-08-08 AWEncoder: Adversarial Watermarking Pre-trained Encoders in Contrastive Learning    Tianxing Zhang, Hanzhou Wu, Xiaofeng Lu, Guangling Sun arXiv_CV arXiv_CV  Embedding  Knowledge  Adversarial  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-08-07 Distributed Contrastive Learning for Medical Image Segmentation    Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV  Transformer  Segmentation  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  Medical  Prediction  Matching  PDF
• 2022-08-04 Open-world Contrastive Learning    Yiyou Sun, Yixuan Li arXiv_CV arXiv_CV  Represenation_Learning  Contrastive_Learning  Classification  PDF
• 2022-08-04 Metadata-enhanced contrastive learning from retinal optical coherence tomography images    Robbie Holland, Oliver Leingang, Hrvoje Bogunović, Sophie Riedl, Lars Fritsche, Toby Prevost, Hendrik P. N. Scholl, Ursula Schmidt-Erfurth, Sobha Sivaprasad, Andrew J. Lotery, Daniel Rueckert, Martin J. Menten arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Contrastive_Learning  Classification  Deep_Learning  Relation  Medical  Prediction  PDF
• 2022-08-03 XCon: Learning with Experts for Fine-grained Category Discovery    Yixin Fei, Zhongkai Zhao, Siwei Yang, Bingchen Zhao arXiv_CV arXiv_CV  Unsupervised  Pose  Contrastive_Learning  PDF
• 2022-08-02 To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning    Yunjie Ji, Liangyu Chen, Chenxiao Dou, Baochang Ma, Xiangang Li arXiv_CL arXiv_CL  Pose  Contrastive_Learning  PDF
• 2022-08-01 Pose Uncertainty Aware Movement Synchrony Estimation via Spatial-Temporal Graph Transformer    Jicheng Li, Anjana Bhat, Roghayeh Barmaki arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Knowledge  Pose  Contrastive_Learning  Action  Deep_Learning  Detection  Object_Detection  Attention  Activity  CNN  PDF
• 2022-08-01 SampleMatch: Drum Sample Retrieval by Musical Context    Stefan Lattner arXiv_SD arXiv_SD  Contrastive_Learning  Quantitative  PDF
• 2022-08-01 DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning    Qianglong Chen, Feng-Lin Li, Guohai Xu, Ming Yan, Ji Zhang, Yin Zhang arXiv_CL arXiv_CL  Transformer  Bert  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Action  Relation  Relation_Extraction  Attention  Language_Model  Prediction  QA  PDF
• 2022-07-31 Scrutinizing Shipment Records To Thwart Illegal Timber Trade    Debanjan Datta, Sathappan Muthiah, John Simeone, Amelia Meadows, Naren Ramakrishnan arXiv_AI arXiv_AI  Unsupervised  Pose  Contrastive_Learning  Face  Action  Detection  PDF
• 2022-07-31 COCOA: Cross Modality Contrastive Learning for Sensor Data    Shohreh Deldari, Hao Xue, Aaqib Saeed, Daniel V. Smith, Flora D. Salim arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Classification  Relation  PDF
• 2022-07-30 Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation    Alexander Liu, Samuel Yang arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Pose  Contrastive_Learning  Language_Model  PDF
• 2022-07-30 Few-shot Single-view 3D Reconstruction with Memory Prior Contrastive Network    Zhen Xing, Yijiang Chen, Zhixin Ling, Xiangdong Zhou, Yu Xiang arXiv_CV arXiv_CV  Reconstruction  3D  Knowledge  Pose  Contrastive_Learning  Few-Shot  Attention  GAN  PDF
• 2022-07-30 A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond    Chaoning Zhang, Chenshuang Zhang, Junha Song, John Seon Keun Yi, Kang Zhang, In So Kweon arXiv_AI arXiv_AI  Bert  Review  Self-Supervised  Contrastive_Learning  Survey  Denoising  Attention  Prediction  PDF
• 2022-07-29 Face-to-Face Contrastive Learning for Social Intelligence Question-Answering    Alex Wilf, Qianli M. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency arXiv_CV arXiv_CV  Gesture  Self-Supervised  Pose  Contrastive_Learning  Face  Action  PDF
• 2022-07-29 Multimodal SuperCon: Classifier for Drivers of Deforestation in Indonesia    Bella Septina Ika Hartanti, Valentino Vito, Aniati Murni Arymurthy, Andie Setiyoko arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  PDF
• 2022-07-29 Contrastive Pre-training of Spatial-Temporal Trajectory Embeddings    Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin arXiv_CV arXiv_CV  Transformer  Embedding  Pose  Contrastive_Learning  Relation  PDF
• 2022-07-29 Curriculum Learning for Data-Efficient Vision-Language Alignment    Tejas Srinivasan, Xiang Ren, Jesse Thomason arXiv_AI arXiv_AI  Transformer  Bert  Zero-Shot  Image_Retrieval  Ontology  Contrastive_Learning  PDF
• 2022-07-28 Knowing Where and What: Unified Word Block Pretraining for Document Understanding    Song Tao, Zijian Wang, Tiantian Fan, Canjie Luo, Can Huang arXiv_AI arXiv_AI  Transformer  Embedding  Self-Supervised  Pose  Contrastive_Learning  Action  Language_Model  Prediction  PDF
• 2022-07-27 Contrastive Masked Autoencoders are Stronger Vision Learners    Zhicheng Huang, Xiaojie Jin, Chengze Lu, Qibin Hou, Ming-Ming Cheng, Dongmei Fu, Xiaohui Shen, Jiashi Feng arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-07-27 Time to augment contrastive learning    Arthur Aubret, Markus Ernst, Céline Teulière, Jochen Triesch arXiv_CV arXiv_CV  Unsupervised  Contrastive_Learning  PDF
• 2022-07-27 Optimizing transformations for contrastive learning in a differentiable framework    Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch arXiv_CV arXiv_CV  Optimization  Pose  Contrastive_Learning  Classification  PDF
• 2022-07-26 Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining    Soumen Basu, Somanshu Singla, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora arXiv_CV arXiv_CV  Image_Caption  Embedding  Unsupervised  Pose  Contrastive_Learning  Detection  GAN  PDF
• 2022-07-26 Criteria Comparative Learning for Real-scene Image Super-Resolution    Yukai Shi, Hao Li, Sen Zhang, Zhijing Yang, Xiao Wang arXiv_CV arXiv_CV  Super_Resolution  Optimization  Pose  Contrastive_Learning  Relation  PDF
• 2022-07-26 Semi-supervised 3D Object Detection with Proficient Teachers    Junbo Yin, Jin Fang, Dingfu Zhou, Liangjun Zhang, Cheng-Zhong Xu, Jianbing Shen, Wenguan Wang arXiv_CV arXiv_CV  Point_Cloud  3D  Pose  Contrastive_Learning  Detection  Object_Detection  Autonomous  Prediction  PDF
• 2022-07-25 Generative Subgraph Contrast for Self-Supervised Graph Representation Learning    Yuehui Han, Le Hui, Haobo Jiang, Jianjun Qian, Jin Xie arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Relation  PDF
• 2022-07-24 Hierarchical Semi-Supervised Contrastive Learning for Contamination-Resistant Anomaly Detection    Gaoang Wang, Yibing Zhan, Xinchao Wang, Mingli Song, Klara Nahrstedt arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Detection  Relation  PDF
• 2022-07-24 Online Continual Learning with Contrastive Vision Transformer    Zhen Wang, Liu Liu, Yajing Kong, Jiaxian Guo, Dacheng Tao arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  Contrastive_Learning  Attention  PDF
• 2022-07-23 Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition    Chuanguang Yang, Zhulin An, Helong Zhou, Yongjun Xu, Qian Zhan arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Recognition  Represenation_Learning  Knowledge  Contrastive_Learning  Action  Classification  Image_Classification  PDF
• 2022-07-23 Deep Pneumonia: Attention-Based Contrastive Learning for Class-Imbalanced Pneumonia Lesion Recognition in Chest X-rays    Xinxu Wei, Haohan Bai, Xianshi Zhang, Yongjie Li arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Contrastive_Learning  Classification  Deep_Learning  Attention  PDF
• 2022-07-22 Adaptive Soft Contrastive Learning    Chen Feng, Ioannis Patras arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2022-07-22 Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness    Chaoning Zhang, Kang Zhang, Chenshuang Zhang, Axi Niu, Jiu Feng, Chang D. Yoo, In So Kweon arXiv_CV arXiv_CV  Unsupervised  Optimization  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-07-22 Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation    Geon Lee, Chanho Eom, Wonkyung Lee, Hyekang Park, Bumsub Ham arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Pose  Contrastive_Learning  Matching  PDF
• 2022-07-21 In Defense of Online Models for Video Instance Segmentation    Junfeng Wu, Qihao Liu, Yi Jiang, Song Bai, Alan Yuille, Xiang Bai arXiv_CV arXiv_CV  Segmentation  Embedding  Pose  Contrastive_Learning  Attention  PDF
• 2022-07-21 Correspondence Matters for Video Referring Expression Comprehension    Meng Cao, Ji Jiang, Long Chen, Yuexian Zou arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Relation  PDF
• 2022-07-20 Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition    Qinying Liu, Zilei Wang arXiv_CV arXiv_CV  Recognition  3D  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  PDF
• 2022-07-20 Feature Representation Learning for Unsupervised Cross-domain Image Retrieval    Conghui Hu, Gim Hee Lee arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Image_Retrieval  Pose  Contrastive_Learning  PDF
• 2022-07-20 Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning    Yuxiao Chen, Long Zhao, Jianbo Yuan, Yu Tian, Zhaoyang Xia, Shijie Geng, Ligong Han, Dimitris N. Metaxas arXiv_CV arXiv_CV  Transformer  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Detection  Prediction  PDF
• 2022-07-19 Uncertainty in Contrastive Learning: On the Predictability of Downstream Performance    Shervin Ardeshir, Navid Azizan arXiv_CV arXiv_CV  Embedding  Contrastive_Learning  Deep_Learning  PDF
• 2022-07-19 FedX: Unsupervised Federated Learning with Cross Knowledge Distillation    Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xing Xie, Meeyoung Cha arXiv_CV arXiv_CV  Unsupervised  Knowledge  Contrastive_Learning  PDF
• 2022-07-19 Balanced Contrastive Learning for Long-Tailed Visual Recognition    Jianggang, Zhu, Zheng, Wang, Jingjing, Chen, Yi-Ping Phoebe, Chen, Yu-Gang, Jiang arXiv_CV arXiv_CV  Recognition  Optimization  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2022-07-18 Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions    Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-07-18 Action-based Contrastive Learning for Trajectory Prediction    Marah Halawa, Olaf Hellwich, Pia Bideau arXiv_CV arXiv_CV  Embedding  Pose  Contrastive_Learning  Action  Autonomous  Prediction  PDF
• 2022-07-18 FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs    Ziqiang Li, Chaoyue Wang, Heliang Zheng, Jing Zhang, Bin Li arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Few-Shot  GAN  PDF
• 2022-07-18 AlexU-AIC at Arabic Hate Speech 2022: Contrast to Classify    Ahmad Shapiro, Ayman Khalafallah, Marwan Torki arXiv_AI arXiv_AI  Transformer  Speech  Pose  Contrastive_Learning  Face  Classification  PDF
• 2022-07-18 Real-time End-to-End Video Text Spotter with Contrastive Representation Learning    Wejia Wu, Zhuang Li, Jiahong Li, Chunhua Shen, Hong Zhou, Size Li, Zhongyuan Wang, Ping Luo arXiv_CV arXiv_CV  Tracking  Recognition  Represenation_Learning  Pose  Contrastive_Learning  Detection  PDF
• 2022-07-18 Adversarial Contrastive Learning via Asymmetric InfoNCE    Qiying Yu, Jieming Lou, Xianyuan Zhan, Qizhang Li, Wangmeng Zuo, Yang Liu, Jingjing Liu arXiv_AI arXiv_AI  Adversarial  Pose  Contrastive_Learning  PDF
• 2022-07-17 Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches    Yuanzheng Ci, Chen Lin, Lei Bai, Wanli Ouyang arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-07-17 Action-conditioned On-demand Motion Generation    Qiujing Lu, Yipeng Zhang, Mingjian Lu, Vwani Roychowdhury arXiv_CV arXiv_CV  Embedding  3D  Pose  Contrastive_Learning  Action  Quantitative  PDF
• 2022-07-17 FashionViL: Fashion-Focused Vision-and-Language Representation Learning    Xiao Han, Licheng Yu, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Image_Retrieval  Pose  Contrastive_Learning  Classification  PDF
• 2022-07-16 LAVA: Language Audio Vision Alignment for Contrastive Video Pre-Training    Sumanth Gurram, Andy Fang, David Chan, John Canny arXiv_CV arXiv_CV  Transformer  Recognition  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  PDF
• 2022-07-15 X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval    Yiwei Ma, Guohai Xu, Xiaoshuai Sun, Ming Yan, Ji Zhang, Rongrong Ji arXiv_CV arXiv_CV  Transformer  Pose  Contrastive_Learning  Relation  Attention  Activity  PDF
• 2022-07-14 Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model    Haoteng Tang, Guixiang Ma, Lei Guo, Xiyao Fu, Heng Huang, Liang Zhang arXiv_AI arXiv_AI  Represenation_Learning  Salient  Pose  Contrastive_Learning  Classification  Detection  Prediction  PDF
• 2022-07-14 Image Clustering with Contrastive Learning and Multi-scale Graph Convolutional Networks    Yuanku Xu, Dong Huang, Chang-Dong Wang, Jian-Huang Lai arXiv_CV arXiv_CV  Reconstruction  Pose  Contrastive_Learning  Action  Relation  Attention  CNN  PDF
• 2022-07-14 Benchmarking Omni-Vision Representation through the Lens of Visual Realms    Yuanhan Zhang, Zhenfei Yin, Jing Shao, Ziwei Liu arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Face  Relation  PDF
• 2022-07-14 An Asymmetric Contrastive Loss for Handling Imbalanced Datasets    Valentino Vito, Lim Yohanes Stefanus arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2022-07-14 ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images    Jiawei Yang, Hanbo Chen, Yuan Liang, Junzhou Huang, Lei He, Jianhua Yao arXiv_CV arXiv_CV  Transformer  Segmentation  Salient  Self-Supervised  Pose  Contrastive_Learning  Detection  GAN  Prediction  PDF
• 2022-07-14 Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation    Zhengkai Jiang, Yuxi Li, Ceyuan Yang, Peng Gao, Yabiao Wang, Ying Tai, Chengjie Wang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Contrastive_Learning  Relation  PDF
• 2022-07-13 Rich Feature Distillation with Feature Affinity Module for Efficient Image Dehazing    Sai Mitheran, Anushri Suresh, Nisha J. S., Varun P. Gopi arXiv_CV arXiv_CV  Segmentation  Super_Resolution  Knowledge  Pose  Contrastive_Learning  Quantitative  Classification  Detection  Image_Classification  PDF
• 2022-07-13 Unsupervised Visual Representation Learning by Synchronous Momentum Grouping    Bo Pang, Yifan Zhang, Yaoyi Li, Jia Cai, Cewu Lu arXiv_CV arXiv_CV  Transformer  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Face  PDF
• 2022-07-13 Multiview Contrastive Learning for Completely Blind Video Quality Assessment of User Generated Content    Shankhanil Mitra, Rajiv Soundararajan arXiv_CV arXiv_CV  Weakly_Supervised  Self-Supervised  Contrastive_Learning  Action  VQA  Optical_Flow  QA  PDF
• 2022-07-12 Self-supervised Group Meiosis Contrastive Learning for EEG-Based Emotion Recognition    Haoning Kan, Jiale Yu, Jiajin Huang, Zihe Liu, Haiyan Zhou arXiv_AI arXiv_AI  Recognition  Self-Supervised  Pose  Emotion  Contrastive_Learning  Action  Attention  PDF
• 2022-07-12 Contrastive Learning for Online Semi-Supervised General Continual Learning    Nicolas Michel, Romain Negrel, Giovanni Chierchia, Jean-François Bercher arXiv_AI arXiv_AI  Pose  Contrastive_Learning  PDF
• 2022-07-12 Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning    Théo Lepage, Réda Dehak arXiv_SD arXiv_SD  Embedding  Self-Supervised  Contrastive_Learning  PDF
• 2022-07-12 Dual Contrastive Learning for Spatio-temporal Representation    Shuangrui Ding, Rui Qian, Hongkai Xiong arXiv_CV arXiv_CV