Contrastive_Learning
Contrastive_Learning
-
Improved Context-Based Offline Meta-RL with Attention and Contrastive Learning
Lanqing Li, Yuanhao Huang, Dijun Luo
arXiv_AI
arXiv_AI
Reinforcement_Learning
Contrastive_Learning
Attention
Inference
PDF
-
MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation
Yen Nhi Truong Vu, Richard Wang, Niranjan Balachandar, Can Liu, Andrew Y. Ng, Pranav Rajpurkar
arXiv_CV
arXiv_CV
Self-Supervised
Contrastive_Learning
Classification
Medical
PDF
-
Do Generative Models Know Disentanglement? Contrastive Learning is All You Need
Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng
arXiv_AI
arXiv_AI
Unsupervised
Regularization
Pose
Contrastive_Learning
GAN
PDF
-
On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning
Ren Wang, Kaidi Xu, Sijia Liu, Pin-Yu Chen, Tsui-Wei Weng, Chuang Gan, Meng Wang
arXiv_AI
arXiv_AI
Regularization
Adversarial
Pose
Contrastive_Learning
Few-Shot
PDF
-
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration
Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng, Marios Savvides
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Contrastive_Learning
Prediction
PDF
-
Contrastive Learning Inverts the Data Generating Process
Roland S. Zimmermann, Yash Sharma, Steffen Schneider, Matthias Bethge, Wieland Brendel
arXiv_CV
arXiv_CV
Self-Supervised
Contrastive_Learning
PDF
-
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
arXiv_CL
arXiv_CL
Self-Supervised
Contrastive_Learning
Few-Shot
Language_Model
PDF
-
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning
Yifan Zhang, Bryan Hooi, Dapeng Hu, Jian Liang, Jiashi Feng
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Optimization
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
Image_Classification
PDF
-
Semantically-Conditioned Negative Samples for Efficient Contrastive Learning
James O' Neill, Danushka Bollegala
arXiv_CV
arXiv_CV
Knowledge
Pose
Contrastive_Learning
PDF
-
Negative Data Augmentation
Abhishek Sinha, Kumar Ayush, Jiaming Song, Burak Uzkent, Hongxia Jin, Stefano Ermon
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Represenation_Learning
Knowledge
Self-Supervised
Contrastive_Learning
Action_Recognition
Action
Classification
Detection
Object_Detection
GAN
Image_Classification
PDF
-
CDPAM: Contrastive learning for perceptual audio similarity
Pranay Manocha, Zeyu Jin, Richard Zhang, Adam Finkelstein
arXiv_SD
arXiv_SD
Enhancement
Speech
Contrastive_Learning
Deep_Learning
PDF
-
DetCo: Unsupervised Contrastive Learning for Object Detection
Enze Xie, Jian Ding, Wenhai Wang, Xiaohang Zhan, Hang Xu, Zhenguo Li, Ping Luo
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Unsupervised
Recognition
3D
Pose_Estimation
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Object_Detection
Image_Classification
Prediction
PDF
-
SLUA: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning
Di Wu, Liang Ding, Shuo Yang, Dacheng Tao
arXiv_AI
arXiv_AI
Transformer
Embedding
Unsupervised
Pose
Contrastive_Learning
Attention
PDF
-
Semi-Supervised Action Recognition with Temporal Contrastive Learning
Ankit Singh, Omprakash Chakraborty, Ashutosh Varshney, Rameswar Panda, Rogerio Feris, Kate Saenko, Abir Das
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
Contrastive_Learning
Action_Recognition
Action
Activity
PDF
-
Cleora: A Simple, Strong and Scalable Graph Embedding Scheme
Barbara Rychalska, Piotr Bąbel, Konrad Gołuchowski, Andrzej Michałowski, Jacek Dąbrowski
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Optimization
Contrastive_Learning
Action
Classification
Prediction
PDF
-
A Computational Framework for Slang Generation
Zhewei Sun, Richard Zemel, Yang Xu
arXiv_CL
arXiv_CL
Knowledge
Pose
Contrastive_Learning
Inference
Language_Model
PDF
-
'Is depression related to cannabis?': A knowledge-infused model for Entity and Relation Extraction with Limited Supervision
Kaushik Roy, Usha Lokala, Vedant Khandelwal, Amit Sheth
arXiv_AI
arXiv_AI
Knowledge
Ontology
Contrastive_Learning
Action
Relation
Relation_Extraction
PDF
-
NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation
Angtian Wang, Adam Kortylewski, Alan Yuille
arXiv_CV
arXiv_CV
Reconstruction
3D
Pose_Estimation
Pose
Contrastive_Learning
Deep_Learning
PDF
-
Revisiting Contrastive Learning for Few-Shot Classification
Orchid Majumder, Avinash Ravichandran, Subhransu Maji, Marzia Polito, Rahul Bhotika, Stefano Soatto
arXiv_CV
arXiv_CV
Embedding
Self-Supervised
Pose
Contrastive_Learning
Classification
Few-Shot
PDF
-
Weakly-supervised Video Anomaly Detection with Contrastive Learning of Long and Short-range Temporal Features
Yu Tian, Guansong Pang, Yuanhong Chen, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
Detection
Attention
PDF
-
Understanding and Achieving Efficient Robustness with Adversarial Contrastive Learning
Anh Bui, Trung Le, He Zhao, Paul Montague, Seyit Camtepe, Dinh Phung
arXiv_AI
arXiv_AI
Adversarial
Pose
Contrastive_Learning
Relation
PDF
-
Few-shot Action Recognition with Prototype-centered Attentive Learning
Xiatian Zhu, Antoine Toisoul, Juan-Manuel Prez-Ra, Li Zhang, Brais Martinez, Tao Xiang
arXiv_CV
arXiv_CV
Recognition
Pose
Contrastive_Learning
Action_Recognition
Action
Few-Shot
PDF
-
TCLR: Temporal Contrastive Learning for Video Representation
Ishan Dave, Rohit Gupta, Mamshad Nayeem Rizve, Mubarak Shah
arXiv_CV
arXiv_CV
Image_Caption
Recognition
Video_Caption
3D
Represenation_Learning
Self-Supervised
Contrastive_Learning
Action_Recognition
Action
Classification
Video_Retrieval
PDF
-
SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning
Byoungjip Kim, Jinho Choo, Yeong-Dae Kwon, Seongho Joe, Seungjai Min, Youngjune Gwon
arXiv_CV
arXiv_CV
Regularization
Self-Supervised
Contrastive_Learning
PDF
-
Label Contrastive Coding based Graph Neural Network for Graph Classification
Yuxiang Ren, Jiyang Bai, Jiawei Zhang
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Contrastive_Learning
Classification
PDF
-
Big Self-Supervised Models Advance Medical Image Classification
Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg, Jonathan Deaton, Aaron Loh, Alan Karthikesalingam, Simon Kornblith, Ting Chen, Vivek Natarajan, Mohammad Norouzi
arXiv_CV
arXiv_CV
Recognition
Self-Supervised
Contrastive_Learning
Classification
Attention
Medical
Image_Classification
PDF
-
Learning to Anticipate Egocentric Actions by Imagination
Yu Wu, Linchao Zhu, Xiaohan Wang, Yi Yang, Fei Wu
arXiv_CV
arXiv_CV
RNN
Pose
Contrastive_Learning
Action
Autonomous
Prediction
PDF
-
Explicit homography estimation improves contrastive self-supervised learning
David Torpey, Richard Klein
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Cross-Modal Contrastive Learning for Text-to-Image Generation
Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang
arXiv_CV
arXiv_CV
Adversarial
Contrastive_Learning
Attention
GAN
PDF
-
Take More Positives: A Contrastive Learning Framework for Unsupervised Person Re-Identification
Xuanyu He, Wei Zhang, Ran Song, Xiangyuan Lan
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
Pose
Contrastive_Learning
Relation
Re-identification
PDF
-
Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning
Yan Han, Chongyan Chen, Ahmed H Tewfik, Ying Ding, Yifan Peng
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
Quantitative
Deep_Learning
Detection
Medical
PDF
-
Cross-Modal Contrastive Learning of Representations for Navigation using Lightweight, Low-Cost Millimeter Wave Radar for Adverse Environmental Conditions
Jui-Te Huang, Chen-Lung Lu, Po-Kai Chang, Ching-I Huang, Chao-Chun Hsu, Zu Lin Ewe, Po-Jui Huang, Hsueh-Cheng Wang
arXiv_RO
arXiv_RO
Reconstruction
Point_Cloud
Reinforcement_Learning
Sparse
Pose
Contrastive_Learning
Autonomous
PDF
-
GAN-Control: Explicitly Controllable GANs
Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky, Gerard Medioni
arXiv_CV
arXiv_CV
3D
Pose
Contrastive_Learning
Face
Quantitative
GAN
PDF
-
Temporal Contrastive Graph for Self-supervised Video Representation Learning
Yang Liu, Keze Wang, Haoyuan Lan, Liang Lin
arXiv_CV
arXiv_CV
Embedding
Recognition
Represenation_Learning
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
Relation
Prediction
Video_Retrieval
PDF
-
CLEAR: Contrastive Learning for Sentence Representation
Zhuofeng Wu, Sinong Wang, Jiatao Gu, Madian Khabsa, Fei Sun, Hao Ma
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
Language_Model
PDF
-
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning
Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang
arXiv_CL
arXiv_CL
Knowledge
Pose
Contrastive_Learning
PDF
-
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning
Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou
arXiv_AI
arXiv_AI
Knowledge
Pose
Contrastive_Learning
Action
Relation
Relation_Extraction
Language_Model
PDF
-
CMV-BERT: Contrastive multi-vocab pretraining of BERT
Wei Zhu, Daniel Cheung
arXiv_CL
arXiv_CL
Bert
Pose
Contrastive_Learning
Language_Model
PDF
-
COIN: Contrastive Identifier Network for Breast Mass Diagnosis in Mammography
Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David Laurenson
arXiv_CV
arXiv_CV
Adversarial
Pose
Contrastive_Learning
Deep_Learning
PDF
-
Domain Generalisation with Domain Augmented Supervised Contrastive Learning
Hoang Son Le, Rini Akmeliawati, Gustavo Carneiro
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
PDF
-
ANL: Anti-Noise Learning for Cross-Domain Person Re-Identification
Hongliang Zhang, Shoudong Han, Xiaofeng Pan, Jun Zhao
arXiv_CV
arXiv_CV
Person_Re-identification
Adversarial
Pose
Contrastive_Learning
Re-identification
PDF
-
Spatial Contrastive Learning for Few-Shot Classification
Yassine Ouali, Céline Hudelot, Myriam Tami
arXiv_CV
arXiv_CV
Embedding
Pose
Contrastive_Learning
Classification
Few-Shot
Attention
PDF
-
Taxonomy of multimodal self-supervised representation learning
Alex Fedorov, Tristan Sylvain, Margaux Luck, Lei Wu, Thomas P. DeRamus, Alex Kirilin, Dmitry Bleklov, Sergey M. Plis, Vince D. Calhoun
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Relation
GAN
PDF
-
P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding
Yunze Liu, Li Yi, Shanghang Zhang, Qingnan Fan, Thomas Funkhouser, Hao Dong
arXiv_CV
arXiv_CV
Point_Cloud
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Self-Supervised Representation Learning for Astronomical Images
Md Abul Hayat, George Stein, Peter Harrington, Zarija Lukić, Mustafa Mustafa
arXiv_AI
arXiv_AI
Image_Caption
Represenation_Learning
Self-Supervised
Contrastive_Learning
Survey
Classification
PDF
-
Social NCE: Contrastive Learning of Socially-aware Motion Representations
Yuejiang Liu, Qi Yan, Alexandre Alahi
arXiv_AI
arXiv_AI
Reinforcement_Learning
Represenation_Learning
Knowledge
Pose
Contrastive_Learning
PDF
-
Sequence-to-Sequence Contrastive Learning for Text Recognition
Aviad Aberdam, Ron Litman, Shahar Tsiper, Oron Anschel, Ron Slossberg, Shai Mazor, R. Manmatha, Pietro Perona
arXiv_CV
arXiv_CV
Recognition
Pose
Scene_Text
Contrastive_Learning
PDF
-
PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning
Huaxi Huang, Junjie Zhang, Jian Zhang, Qiang Wu, Chang Xu
arXiv_CV
arXiv_CV
Embedding
Knowledge
Pose
Contrastive_Learning
Few-Shot
PDF
-
Camera-aware Proxies for Unsupervised Person Re-Identification
Menglin Wang, Baisheng Lai, Jianqiang Huang, Xiaojin Gong, Xian-Sheng Hua
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
Pose
Contrastive_Learning
Re-identification
PDF
-
Information-Preserving Contrastive Learning for Self-Supervised Representations
Tianhong Li, Lijie Fan, Yuan Yuan, Hao He, Yonglong Tian, Dina Katabi
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Self-Supervised
Contrastive_Learning
PDF
-
ISD: Self-Supervised Learning by Iterative Similarity Distillation
Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Vipin Pillai, Paolo Favaro, Hamed Pirsiavash
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Self-Supervised
Contrastive_Learning
PDF
-
Joint Generative and Contrastive Learning for Unsupervised Person Re-identification
Hao Chen, Yaohui Wang, Benoit Lagadec, Antitza Dantcheva, Francois Bremond
arXiv_CV
arXiv_CV
Person_Re-identification
Unsupervised
Represenation_Learning
Adversarial
Self-Supervised
Pose
Contrastive_Learning
GAN
Re-identification
PDF
-
Wasserstein Contrastive Representation Distillation
Liqun Chen, Zhe Gan, Dong Wang, Jingjing Liu, Ricardo Henao, Lawrence Carin
arXiv_CV
arXiv_CV
Knowledge
Pose
Contrastive_Learning
Classification
Matching
PDF
-
LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding
Hao Fu, Shaojun Zhou, Qihong Yang, Junjie Tang, Guiquan Liu, Kaikui Liu, Xiaolong Li
arXiv_AI
arXiv_AI
Bert
Knowledge
Pose
Contrastive_Learning
Inference
PDF
-
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
Seanie Lee, Dong Bok Lee, Sung Ju Hwang
arXiv_CL
arXiv_CL
Transformer
Adversarial
Pose
Contrastive_Learning
Summarization
Text_Generation
PDF
-
Contrastive Learning for Label-Efficient Semantic Segmentation
Xiangyun Zhao, Raviteja Vemulapalli, Philip Mansfield, Boqing Gong, Bradley Green, Lior Shapira, Ying Wu
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Pose
Contrastive_Learning
CNN
PDF
-
Tactile Object Pose Estimation from the First Touch with Geometric Contact Rendering
Maria Bauza, Eric Valls, Bryan Lim, Theo Sechopoulos, Alberto Rodriguez
arXiv_CV
arXiv_CV
Embedding
Pose_Estimation
Pose
Contrastive_Learning
Quantitative
PDF
-
Multi-Objective Interpolation Training for Robustness to Label Noise
Diego Ortego, Eric Arazo, Paul Albert, Noel E. O'Connor, Kevin McGuinness
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
Classification
Detection
Image_Classification
PDF
-
Fine-grained Angular Contrastive Learning with Coarse Labels
Guy Bukchin, Eli Schwartz, Kate Saenko, Ori Shahar, Rogerio Feris, Raja Giryes, Leonid Karlinsky
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
Classification
Few-Shot
PDF
-
Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models
Dong Wang, Yuewei Yang, Chenyang Tao, Fanjie Kong, Ricardo Henao, Lawrence Carin
arXiv_AI
arXiv_AI
Represenation_Learning
Salient
Pose
Contrastive_Learning
Deep_Learning
Relation
Medical
Prediction
PDF
-
Cross-Domain Sentiment Classification with In-Domain Contrastive Learning
Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer
arXiv_CL
arXiv_CL
Sentiment_Classification
Represenation_Learning
Pose
Contrastive_Learning
Classification
Sentiment
Matching
PDF
-
Hierarchical Semantic Aggregation for Contrastive Representation Learning
Haohang Xu, Xiaopeng Zhang, Hao Li, Lingxi Xie, Hongkai Xiong, Qi Tian
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Optimization
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images
Ke Yan, Jinzheng Cai, Dakai Jin, Shun Miao, Adam P. Harrison, Dazhou Guo, Youbao Tang, Jing Xiao, Jingjing Lu, Le Lu
arXiv_CV
arXiv_CV
Segmentation
Embedding
Semantic_Segmentation
3D
Self-Supervised
Pose
Contrastive_Learning
Detection
Medical
Matching
PDF
-
Multi-Label Contrastive Learning for Abstract Visual Reasoning
Mikołaj Małkiński, Jacek Mańdziuk
arXiv_AI
arXiv_AI
Sparse
Pose
Contrastive_Learning
Classification
Deep_Learning
PDF
-
Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization
Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris Metaxas, Ting Liu
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Regularization
Pose
Contrastive_Learning
Action_Recognition
Action
PDF
-
About contrastive unsupervised representation learning for classification and its convergence
Ibrahim Merad, Yiyang Yu, Emmanuel Bacry, Stéphane Gaïffas
arXiv_AI
arXiv_AI
Unsupervised
Gradient_Descent
Represenation_Learning
Self-Supervised
Contrastive_Learning
Classification
PDF
-
Pre-Trained Image Processing Transformer
Hanting Chen, Yunhe Wang, Tianyu Guo, Chang Xu, Yiping Deng, Zhenhua Liu, Siwei Ma, Chunjing Xu, Chao Xu, Wen Gao
arXiv_CV
arXiv_CV
Transformer
Super_Resolution
Bert
Contrastive_Learning
Deep_Learning
Denoising
PDF
-
Annotation-Efficient Untrimmed Video Action Recognition
Yixiong Zou, Shanghang Zhang, Guangyao Chen, Yonghong Tian, Kurt Keutzer, José M. F. Moura
arXiv_CV
arXiv_CV
Recognition
Pose
Contrastive_Learning
Action_Recognition
Action
Classification
Deep_Learning
Detection
Few-Shot
Activity
PDF
-
Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding
Shohreh Deldari, Daniel V. Smith, Hao Xue, Flora D. Salim
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Detection
CNN
Prediction
PDF
-
Self supervised contrastive learning for digital histopathology
Ozan Ciga, Anne L. Martel, Tony Xu
arXiv_CV
arXiv_CV
Unsupervised
Salient
Self-Supervised
Contrastive_Learning
GAN
Medical
PDF
-
Automatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space
Ruijie Jiang, Julia Gouvea, David Hammer, Shuchin Aeron
arXiv_CL
arXiv_CL
Embedding
Represenation_Learning
RNN
Contrastive_Learning
Quantitative
Language_Model
Prediction
PDF
-
Effective Sample Pair Generation for Ultrasound Video Contrastive Representation Learning
Yixiong Chen, Chunhui Zhang, Li Liu, Cheng Feng, Changfeng Dong, Yongfang Luo, Xiang Wan
arXiv_AI
arXiv_AI
Represenation_Learning
Regularization
Pose
Contrastive_Learning
Medical
PDF
-
Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections
Christian Schiffer, Katrin Amunts, Stefan Harmeling, Timo Dickscheid
arXiv_CV
arXiv_CV
Segmentation
Represenation_Learning
Pose
Contrastive_Learning
Classification
GAN
CNN
Image_Classification
PDF
-
ImCLR: Implicit Contrastive Learning for Image Classification
John Chen, Samarth Sinha, Anastasios Kyrillidis
arXiv_CV
arXiv_CV
Contrastive_Learning
Classification
Image_Classification
PDF
-
Boosting Contrastive Self-Supervised Learning with False Negative Cancellation
Tri Huynh, Simon Kornblith, Matthew R. Walter, Michael Maire, Maryam Khademi
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning
Zehua Zhang, David Crandall
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Represenation_Learning
Regularization
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
PDF
-
CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
Junnan Li, Caiming Xiong, Steven Hoi
arXiv_CV
arXiv_CV
Embedding
Represenation_Learning
Regularization
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Run Away From your Teacher: Understanding BYOL by a Novel Self-Supervised Approach
Haizhou Shi, Dongliang Luo, Siliang Tang, Jian Wang, Yueting Zhuang
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Represenation_Learning
Pose
Contrastive_Learning
Detection
Object_Detection
Prediction
PDF
-
Geography-Aware Self-Supervised Learning
Kumar Ayush, Burak Uzkent, Chenlin Meng, Marshall Burke, David Lobell, Stefano Ermon
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations
Xinyue Huo, Lingxi Xie, Longhui Wei, Xiaopeng Zhang, Hao Li, Zijie Yang, Wengang Zhou, Houqiang Li, Qi Tian
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Contrastive_Learning
PDF
-
Dense Contrastive Learning for Self-Supervised Visual Pre-Training
Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Self-Supervised
Contrastive_Learning
Classification
Detection
Object_Detection
Image_Classification
Prediction
PDF
-
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning
Bin Li, Yin Li, Kevin W. Eliceiri
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Relation
Image_Classification
PDF
-
Contrastive Registration for Unsupervised Medical Image Segmentation
Lihao Liu, Angelica I Aviles-Rivero, Carola-Bibiane Schönlieb
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
Contrastive_Learning
Medical
PDF
-
Can Semantic Labels Assist Self-Supervised Visual Representation Learning?
Longhui Wei, Lingxi Xie, Jianzhong He, Jianlong Chang, Xiaopeng Zhang, Wengang Zhou, Houqiang Li, Qi Tian
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Transfer_Learning
Represenation_Learning
Self-Supervised
Contrastive_Learning
PDF
-
Self-supervised Document Clustering Based on BERT with Data Augment
Haoxiang Shi, Cen Wang, Tetsuya Sakai
arXiv_AI
arXiv_AI
Unsupervised
Bert
Self-Supervised
Pose
Contrastive_Learning
PDF
-
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries
Qianjiang Hu, Xiao Wang, Wei Hu, Guo-Jun Qi
arXiv_AI
arXiv_AI
Unsupervised
Adversarial
Pose
Contrastive_Learning
PDF
-
Unsupervised Contrastive Learning of Sound Event Representations
Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
PDF
-
Bi-tuning of Pre-trained Representations
Jincheng Zhong, Ximei Wang, Zhi Kou, Jianmin Wang, Mingsheng Long
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
Contrastive_Learning
Deep_Learning
PDF
-
Unsupervised Video Representation Learning by Bidirectional Feature Prediction
Nadine Behrmann, Juergen Gall, Mehdi Noroozi
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Represenation_Learning
Self-Supervised
Contrastive_Learning
Action_Recognition
Action
Prediction
PDF
-
Unsupervised Learning of Dense Visual Representations
Pedro O. Pinheiro, Amjad Almahairi, Ryan Y. Benmaleck, Florian Golemo, Aaron Courville
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Prediction
Matching
PDF
-
Towards Domain-Agnostic Contrastive Learning
Vikas Verma, Minh-Thang Luong, Kenji Kawaguchi, Hieu Pham, Quoc V. Le
arXiv_AI
arXiv_AI
Represenation_Learning
Knowledge
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Self-Supervised Learning from Contrastive Mixtures for Personalized Speech Enhancement
Aswin Sivaraman, Minje Kim
arXiv_SD
arXiv_SD
Enhancement
Speech
Self-Supervised
Pose
Contrastive_Learning
Few-Shot
PDF
-
Intriguing Properties of Contrastive Losses
Ting Chen, Lala Li
arXiv_AI
arXiv_AI
Reconstruction
Contrastive_Learning
PDF
-
Center-wise Local Image Mixture For Contrastive Representation Learning
Hao Li, Xiaopeng Zhang, Ruoyu Sun, Hongkai Xiong, Qi Tian
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Regularization
Pose
Contrastive_Learning
PDF
-
Learning and Evaluating Representations for Deep One-class Classification
Kihyuk Sohn, Chun-Liang Li, Jinsung Yoon, Minho Jin, Tomas Pfister
arXiv_CV
arXiv_CV
Self-Supervised
Contrastive_Learning
Classification
PDF
-
Semi-supervised AU Intensity Estimation with Contrastive Learning
Enrique Sanchez, Adrian Bulat, Anestis Zaganidis, Georgios Tzimiropoulos
arXiv_CV
arXiv_CV
Unsupervised
Sparse
Knowledge
Pose
Contrastive_Learning
Action
PDF
-
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
Beliz Gunel, Jingfei Du, Alexis Conneau, Ves Stoyanov
arXiv_CL
arXiv_CL
Unsupervised
Bert
Pose
Contrastive_Learning
Classification
Language_Model
PDF
-
CVC: Contrastive Learning for Non-parallel Voice Conversion
Tingle Li, Yichen Liu, Chenxu Hu, Hang Zhao
arXiv_SD
arXiv_SD
Adversarial
Speech
Pose
Contrastive_Learning
GAN
PDF
-
A Survey on Contrastive Self-supervised Learning
Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Debapriya Banerjee, Fillia Makedon
arXiv_CV
arXiv_CV
Embedding
Recognition
Review
Self-Supervised
Pose
Contrastive_Learning
Survey
Action_Recognition
Action
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Self-supervised Representation Learning for Evolutionary Neural Architecture Search
Chen Wei, Yiping Tang, Chuang Niu, Haihong Hu, Yue Wang, Jimin Liang
arXiv_CV
arXiv_CV
NAS
Embedding
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Prediction
PDF
-
Cross-Domain Sentiment Classification With Contrastive Learning and Mutual Information Maximization
Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer
arXiv_CL
arXiv_CL
Sentiment_Classification
Represenation_Learning
Knowledge
Review
Pose
Contrastive_Learning
Classification
Sentiment
Prediction
PDF
-
Self-Supervised Video Representation Using Pretext-Contrastive Learning
Li Tao, Xueting Wang, Toshihiko Yamasaki
arXiv_CV
arXiv_CV
Recognition
Optimization
Self-Supervised
Pose
Contrastive_Learning
Video_Retrieval
PDF
-
Cycle-Contrast for Self-Supervised Video Representation Learning
Quan Kong, Wenpeng Wei, Ziwei Deng, Tomoaki Yoshinaga, Tomokazu Murakami
arXiv_CV
arXiv_CV
Embedding
Recognition
Video_Caption
3D
Represenation_Learning
Self-Supervised
Contrastive_Learning
Action_Recognition
Action
Relation
PDF
-
Contrastive Unsupervised Learning for Audio Fingerprinting
Zhesong Yu, Xingjian Du, Bilei Zhu, Zejun Ma
arXiv_SD
arXiv_SD
Unsupervised
Speech
Contrastive_Learning
PDF
-
Robust Pre-Training by Adversarial Contrastive Learning
Ziyu Jiang, Tianlong Chen, Ting Chen, Zhangyang Wang
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
Self-Supervised
Pose
Contrastive_Learning
PDF
-
CLRGaze: Contrastive Learning of Representations for Eye Movement Signals
Louise Gillian C. Bautista, Prospero C. Naval Jr
arXiv_CV
arXiv_CV
Tracking
Represenation_Learning
Salient
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Multilingual BERT Post-Pretraining Alignment
Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Mo Yu, Saloni Potdar
arXiv_CL
arXiv_CL
Embedding
Bert
Zero-Shot
Pose
Contrastive_Learning
Language_Model
QA
PDF
-
CLOUD: Contrastive Learning of Unsupervised Dynamics
Jianren Wang, Yujie Lu, Hang Zhao
arXiv_CV
arXiv_CV
Unsupervised
Pose
Contrastive_Learning
Action
PDF
-
The IDLAB VoxCeleb Speaker Recognition Challenge 2020 System Description
Jenthe Thienpondt, Brecht Desplanques, Kris Demuynck
arXiv_SD
arXiv_SD
Embedding
Unsupervised
Enhancement
Recognition
Contrastive_Learning
PDF
-
Contrastive Learning with Adversarial Examples
Chih-Hui Ho, Nuno Vasconcelos
arXiv_CV
arXiv_CV
Embedding
Optimization
Adversarial
Self-Supervised
Contrastive_Learning
Classification
PDF
-
Graph Contrastive Learning with Augmentations
Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen
arXiv_AI
arXiv_AI
Unsupervised
Transfer_Learning
Represenation_Learning
Adversarial
Self-Supervised
Pose
Contrastive_Learning
CNN
PDF
-
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning
Sungkyun Chang, Donmoon Lee, Jeongsoo Park, Hyungui Lim, Kyogu Lee, Karam Ko, Yoonchang Han
arXiv_SD
arXiv_SD
Contrastive_Learning
PDF
-
Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction
Yingheng Wang, Yaosen Min, Xin Chen, Ji Wu
arXiv_AI
arXiv_AI
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Action
Relation
Medical
Activity
Prediction
PDF
-
A Framework for Contrastive and Generative Learning of Audio Representations
Prateek Verma, Julius Smith
arXiv_AI
arXiv_AI
Transformer
Salient
Contrastive_Learning
PDF
-
Momentum Contrast Speaker Representation Learning
Jangho Lee, Jaihyun Koh, Sungroh Yoon
arXiv_SD
arXiv_SD
Unsupervised
Recognition
Represenation_Learning
Speech
Pose
Contrastive_Learning
PDF
-
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
arXiv_CL
arXiv_CL
Transfer_Learning
Optimization
Self-Supervised
Pose
Contrastive_Learning
Action
Deep_Learning
Few-Shot
Prediction
PDF
-
Contrastive Learning of General-Purpose Audio Representations
Aaqib Saeed, David Grangier, Neil Zeghidour
arXiv_SD
arXiv_SD
Embedding
Reinforcement_Learning
Speech
Self-Supervised
Pose
Contrastive_Learning
Classification
PDF
-
Self-supervised Co-training for Video Representation Learning
Tengda Han, Weidi Xie, Andrew Zisserman
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
Optical_Flow
Video_Retrieval
PDF
-
CLAR: Contrastive Learning of Auditory Representations
Haider Al-Tahan, Yalda Mohsenzadeh
arXiv_SD
arXiv_SD
Self-Supervised
Contrastive_Learning
Prediction
PDF
-
What About Taking Policy as Input of Value Function: Policy-extended Value Function Approximator
Hongyao Tang, Zhaopeng Meng, Jianye HAO, Chen Chen, Daniel Graves, Dong Li, Wulong Liu, Yaodong Yang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Represenation_Learning
Pose
Contrastive_Learning
Action
Prediction
PDF
-
Improving Transformation Invariance in Contrastive Representation Learning
Adam Foster, Rattana Pukdee, Tom Rainforth
arXiv_AI
arXiv_AI
Represenation_Learning
Pose
Contrastive_Learning
PDF
-
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning
Wanyun Cui, Guangyu Zheng, Wei Wang
arXiv_AI
arXiv_AI
Unsupervised
RNN
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Inference
PDF
-
Representation Learning via Invariant Causal Mechanisms
Jovana Mitrovic, Brian McWilliams, Jacob Walker, Lars Buesing, Charles Blundell
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
Prediction
PDF
-
Unsupervised Constrative Person Re-identification
Bo Pang, Deming Zhai, Junjun Jiang, Xianming Liu
arXiv_CV
arXiv_CV
Embedding
Person_Re-identification
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Attention
Re-identification
PDF
-
Viewmaker Networks: Learning Views for Unsupervised Representation Learning
Alex Tamkin, Mike Wu, Noah Goodman
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Adversarial
Speech
Pose
Contrastive_Learning
PDF
-
Self-Supervised Ranking for Representation Learning
Ali Varamesh, Ali Diba, Tinne Tuytelaars, Luc Van Gool
arXiv_CV
arXiv_CV
Represenation_Learning
Image_Retrieval
Self-Supervised
Contrastive_Learning
PDF
-
MixCo: Mix-up Contrastive Learning for Visual Representation
Sungnyun Kim, Gihun Lee, Sangmin Bae, Se-Young Yun
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Contrast and Classify: Alternate Training for Robust VQA
Yash Kant, Abhinav Moudgil, Dhruv Batra, Devi Parikh, Harsh Agrawal
arXiv_CV
arXiv_CV
Adversarial
Pose
Contrastive_Learning
Classification
VQA
QA
PDF
-
MS$^2$L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition
Lilang Lin, Sijie Song, Wenhan Yan, Jiaying Liu
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
Recognition
Represenation_Learning
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
Prediction
PDF
-
Contrastive Rendering for Ultrasound Image Segmentation
Haoming Li, Xin Yang, Jiamin Liang, Wenlong Shi, Chaoyu Chen, Haoran Dou, Rui Li, Rui Gao, Guangquan Zhou, Jinghui Fang, Xiaowen Liang, Ruobing Huang, Alejandro Frangi, Zhiyi Chen, Dong Ni
arXiv_CV
arXiv_CV
Segmentation
Represenation_Learning
Pose
Contrastive_Learning
Deep_Learning
Prediction
PDF
-
MMGSD: Multi-Modal Gaussian Shape Descriptors for Correspondence Matching in 1D and 2D Deformable Objects
Aditya Ganapathi, Priya Sundaresan, Brijen Thananjeyan, Ashwin Balakrishna, Daniel Seita, Ryan Hoque, Joseph E. Gonzalez, Ken Goldberg
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
Matching
PDF
-
Unsupervised Representation Learning by InvariancePropagation
Feng Wang, Huaping Liu, Di Guo, Fuchun Sun
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
Represenation_Learning
Pose
Contrastive_Learning
Classification
Attention
PDF
-
Support-set bottlenecks for video-text representation learning
Mandela Patrick, Po-Yao Huang, Yuki Asano, Florian Metze, Alexander Hauptmann, João Henriques, Andrea Vedaldi
arXiv_CV
arXiv_CV
Represenation_Learning
Pose
Contrastive_Learning
Action
Caption
Activity
Video_Retrieval
PDF
-
CO2: Consistent Contrast for Unsupervised Visual Representation Learning
Chen Wei, Huiyu Wang, Wei Shen, Alan Yuille
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Represenation_Learning
Regularization
Pose
Contrastive_Learning
Classification
Detection
Object_Detection
Image_Classification
PDF
-
EqCo: Equivalent Rules for Self-supervised Contrastive Learning
Benjin Zhu, Junqiang Huang, Zeming Li, Xiangyu Zhang, Jian Sun
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning
Hanlu Wu, Tengfei Ma, Lingfei Wu, Tariro Manyumwa, Shouling Ji
arXiv_CL
arXiv_CL
Unsupervised
Bert
Pose
Contrastive_Learning
Summarization
PDF
-
Hard Negative Mixing for Contrastive Learning
Yannis Kalantidis, Mert Bulent Sariyildiz, Noe Pion, Philippe Weinzaepfel, Diane Larlus
arXiv_CV
arXiv_CV
Segmentation
Embedding
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Object_Detection
PDF
-
Contrastive Learning of Medical Visual Representations from Paired Images and Text
Yuhao Zhang, Hang Jiang, Yasuhide Miura, Christopher D. Manning, Curtis P. Langlotz
arXiv_CV
arXiv_CV
Image_Caption
Unsupervised
Zero-Shot
Pose
Contrastive_Learning
Action
Classification
Medical
Image_Classification
PDF
-
Joint Contrastive Learning with Infinite Possibilities
Qi Cai, Yu Wang, Yingwei Pan, Ting Yao, Tao Mei
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
PDF
-
Driver Anomaly Detection: A Dataset and Contrastive Learning Approach
Okan Köpüklü, Jiapeng Zheng, Hang Xu, Gerhard Rigoll
arXiv_CV
arXiv_CV
Recognition
Pose
Contrastive_Learning
Action
Detection
PDF
-
CoKe: Localized Contrastive Learning for Robust Keypoint Detection
Yutong Bai, Angtian Wang, Adam Kortylewski, Alan Yuille
arXiv_CV
arXiv_CV
3D
Pose
Contrastive_Learning
Detection
Object_Detection
PDF
-
Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning
Haotian Fu, Hongyao Tang, Jianye Hao, Chen Chen, Xidong Feng, Dong Li, Wulong Liu
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Sparse
Pose
Contrastive_Learning
PDF
-
In-sample Contrastive Learning and Consistent Attention for Weakly Supervised Object Localization
Minsong Ki, Youngjung Uh, Wonyoung Lee, Hyeran Byun
arXiv_CV
arXiv_CV
Weakly_Supervised
Pose
Contrastive_Learning
Attention
PDF
-
G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling
Souradip Chakraborty, Aritra Roy Gosthipaty, Sayak Paul
arXiv_CV
arXiv_CV
Unsupervised
Enhancement
Recognition
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Denoising
PDF
-
Structure Aware Negative Sampling in Knowledge Graphs
Kian Ahrabian, Aarash Feizi, Yasmin Salehi, William L. Hamilton, Avishek Joey Bose
arXiv_CL
arXiv_CL
Embedding
Optimization
Knowledge
Adversarial
Knowledge_Graph
Pose
Contrastive_Learning
Relation
PDF
-
Label-Efficient Multi-Task Segmentation using Contrastive Learning
Junichiro Iwasawa, Yuichiro Hirano, Yohei Sugawara
arXiv_CV
arXiv_CV
Segmentation
3D
Regularization
Pose
Contrastive_Learning
Medical
PDF
-
Contrastive Clustering
Yunfan Li, Peng Hu, Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
PDF
-
DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition
Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He
arXiv_CV
arXiv_CV
Embedding
Recognition
Sketch
Pose
Contrastive_Learning
Face
Face_Recognition
Matching
PDF
-
Enhancing Dialogue Generation via Multi-Level Contrastive Learning
Xin Li, Piji Li, Yan Wang, Xiaojiang Liu, Wai Lam
arXiv_CL
arXiv_CL
Optimization
Knowledge
Pose
Contrastive_Learning
Attention
Inference
PDF
-
A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection
Tian Shi, Liuqing Li, Ping Wang, Chandan K. Reddy
arXiv_CL
arXiv_CL
Unsupervised
Weakly_Supervised
Knowledge
Review
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Detection
Attention
PDF
-
The Next Big Thing in Unsupervised Machine Learning: Five Lessons from Infant Learning
Lorijn Zaadnoordijk, Tarek R. Besold, Rhodri Cusack
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
Contrastive_Learning
Deep_Learning
PDF
-
Self-supervised pre-training and contrastive representation learning for multiple-choice video QA
Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim, Inho Kang, Nojun Kwak
arXiv_CL
arXiv_CL
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
VQA
Attention
QA
PDF
-
MoPro: Webly Supervised Learning with Momentum Prototypes
Junnan Li, Caiming Xiong, Steven C.H. Hoi
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Image_Classification
PDF
-
AAG: Self-Supervised Representation Learning by Auxiliary Augmentation with GNT-Xent Loss
Yanlun Tu, Jianxing Feng, Yang Yang
arXiv_CV
arXiv_CV
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Group-wise Contrastive Learning for Neural Dialogue Generation
Hengyi Cai, Hongshen Chen, Yonghao Song, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Xiaofang Zhao
arXiv_AI
arXiv_AI
Pose
Contrastive_Learning
Action
Relation
PDF
-
Efficient Framework for Learning Code Representations through Semantic-Preserving Program Transformations
Nghi D. Q. Bui
arXiv_AI
arXiv_AI
Self-Supervised
Contrastive_Learning
Classification
Prediction
PDF
-
A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification
Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Yi Guo, Jun Cheng, Bin Hu, Xinwang Liu
arXiv_CV
arXiv_CV
Person_Re-identification
3D
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Relation
Attention
Re-identification
PDF
-
Unsupervised Feature Learning by Autoencoder and Prototypical Contrastive Learning for Hyperspectral Classification
Zeyu Cao, Xiaorun Li, Liaoying Zhao
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Action
Classification
PDF
-
Delving into Inter-Image Invariance for Unsupervised Visual Representations
Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
PDF
-
VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval
Minuk Ma, Sunjae Yoon, Junyeong Kim, Youngjoon Lee, Sunghun Kang, Chang D. Yoo
arXiv_CV
arXiv_CV
Embedding
Pose
Contrastive_Learning
Action
Attention
PDF
-
Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics
Dou Xu, Chang Cai, Chaowei Fang, Bin Kong, Jihua Zhu, Zhongyu Li
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Unsupervised
Transfer_Learning
Contrastive_Learning
Action
Classification
Image_Classification
Inference
Prediction
PDF
-
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound
Jianbo Jiao, Yifan Cai, Mohammad Alsharid, Lior Drukker, Aris T.Papageorghiou, J. Alison Noble
arXiv_CV
arXiv_CV
Represenation_Learning
Speech
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Detection
Relation
Medical
Prediction
PDF
-
Self-supervised Video Representation Learning by Pace Prediction
Jiangliu Wang, Jianbo Jiao, Yun-Hui Liu
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
Prediction
Video_Retrieval
PDF
-
What Should Not Be Contrastive in Contrastive Learning
Tete Xiao, Xiaolong Wang, Alexei A. Efros, Trevor Darrell
arXiv_CV
arXiv_CV
Embedding
Knowledge
Self-Supervised
Contrastive_Learning
Classification
Few-Shot
PDF
-
Spatiotemporal Contrastive Video Representation Learning
Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge Belongie, Yin Cui
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Recognition
3D
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
PDF
-
Deep Robust Clustering by Contrastive Learning
Huasong Zhong, Chong Chen, Zhongming Jin, Xian-Sheng Hua
arXiv_CV
arXiv_CV
Unsupervised
Pose
Contrastive_Learning
Deep_Learning
Relation
PDF
-
Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework
Li Tao, Xueting Wang, Toshihiko Yamasaki
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Relation
CNN
Video_Retrieval
PDF
-
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations
Gabriel Meseguer-Brocal, Rachel Bittner, Simon Durand, Brian Brost
arXiv_SD
arXiv_SD
Pose
Contrastive_Learning
PDF
-
LoCo: Local Contrastive Representation Learning
Yuwen Xiong, Mengye Ren, Raquel Urtasun
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Represenation_Learning
Contrastive_Learning
Detection
Object_Detection
PDF
-
Context Encoding for Video Retrieval with Contrastive Learning
Jie Shao, Xin Wen, Bingchen Zhao, Changhu Wang, Xiangyang Xue
arXiv_CV
arXiv_CV
Represenation_Learning
Pose
Contrastive_Learning
Recommendation
Video_Retrieval
PDF
-
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning
Ting Yao, Yiheng Zhang, Zhaofan Qiu, Yingwei Pan, Tao Mei
arXiv_CV
arXiv_CV
Image_Caption
Tracking
Unsupervised
Recognition
Object_Tracking
Represenation_Learning
Pose
Contrastive_Learning
Action_Recognition
Action
Activity
PDF
-
A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction
Takanori Fujiwara, Shilpika, Naohisa Sakamoto, Jorji Nonaka, Keiji Yamamoto, Kwan-Liu Ma
arXiv_CV
arXiv_CV
3D
Review
Contrastive_Learning
PDF
-
Distilling Visual Priors from Self-Supervised Learning
Bingchen Zhao, Xin Wen
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Classification
CNN
Image_Classification
PDF
-
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition
Haocong Rao, Shihao Xu, Xiping Hu, Jun Cheng, Bin Hu
arXiv_CV
arXiv_CV
Unsupervised
Recognition
3D
RNN
Pose
Contrastive_Learning
Action_Recognition
Action
PDF
-
On Learning Universal Representations Across Languages
Xiangpeng Wei, Yue Hu, Rongxiang Weng, Luxi Xing, Heng Yu, Weihua Luo
arXiv_CL
arXiv_CL
Bert
Pose
Contrastive_Learning
Inference
Language_Model
PDF
-
Contrastive Learning for Unpaired Image-to-Image Translation
Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
PDF
-
Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction
Masashi Okada, Tadahiro Taniguchi
arXiv_AI
arXiv_AI
Reconstruction
Reinforcement_Learning
Optimization
Pose
Contrastive_Learning
PDF
-
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning
Xiangyu Xu, Hao Chen, Francesc Moreno-Noguer, Laszlo A. Jeni, Fernando De la Torre
arXiv_AI
arXiv_AI
Surveillance
Recognition
Super_Resolution
3D
Pose_Estimation
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Activity
PDF
-
Self-Supervised Contrastive Learning for Unsupervised Phoneme Segmentation
Felix Kreuk, Joseph Keshet, Yossi Adi
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Represenation_Learning
Speech
Self-Supervised
Pose
Boundary_Detection
Contrastive_Learning
Detection
CNN
PDF
-
K-Shot Contrastive Learning of Visual Features with Multiple Instance Augmentations
Haohang Xu, Hongkai Xiong, Guo-Jun Qi
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Pose
Contrastive_Learning
Matching
PDF
-
Contrastive Visual-Linguistic Pretraining
Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su
arXiv_CV
arXiv_CV
Bert
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
VQA
QA
PDF
-
Gradient Regularized Contrastive Learning for Continual Domain Adaptation
Peng Su, Shixiang Tang, Peng Gao, Di Qiu, Ni Zhao, Xiaogang Wang
arXiv_CV
arXiv_CV
Regularization
Pose
Contrastive_Learning
Classification
PDF
-
Augmentation adversarial training for unsupervised speaker recognition
Jaesung Huh, Hee Soo Heo, Jingu Kang, Shinji Watanabe, Joon Son Chung
arXiv_SD
arXiv_SD
Embedding
Unsupervised
Recognition
Adversarial
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Few-shot Visual Reasoning with Meta-analogical Contrastive Learning
Youngsung Kim, Jinwoo Shin, Eunho Yang, Sung Ju Hwang
arXiv_AI
arXiv_AI
Pose
Contrastive_Learning
Relation
Few-Shot
PDF
-
Hierarchical Contrastive Motion Learning for Video Action Recognition
Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz
arXiv_CV
arXiv_CV
Recognition
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
PDF
-
Hybrid Discriminative-Generative Training via Contrastive Learning
Hao Liu, Pieter Abbeel
arXiv_CV
arXiv_CV
Contrastive_Learning
Classification
Detection
PDF
-
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training
Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
Language_Model
PDF
-
Vehicle Trajectory Prediction by Transfer Learning of Semi-Supervised Models
Nick Lamm, Shashank Jaiprakash, Malavika Srikanth, Iddo Drori
arXiv_CV
arXiv_CV
Transfer_Learning
Contrastive_Learning
Prediction
PDF
-
Representation Learning via Adversarially-Contrastive Optimal Transport
Anoop Cherian, Shuchin Aeron
arXiv_CV
arXiv_CV
Recognition
Optimization
Represenation_Learning
Adversarial
Pose
Contrastive_Learning
Action_Recognition
Action
GAN
PDF
-
Contrastive Code Representation Learning
Paras Jain, Ajay Jain, Tianjun Zhang, Pieter Abbeel, Joseph E. Gonzalez, Ion Stoica
arXiv_AI
arXiv_AI
Unsupervised
Bert
Represenation_Learning
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Summarization
Inference
PDF
-
InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning
Kwot Sin Lee, Ngoc-Trung Tran, Ngai-Man Cheung
arXiv_CV
arXiv_CV
Adversarial
Pose
Contrastive_Learning
GAN
PDF
-
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation
Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu
arXiv_AI
arXiv_AI
Weakly_Supervised
Knowledge
Pose
Contrastive_Learning
Detection
Object_Detection
Inference
Matching
PDF
-
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain
Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, Emmanuel Dupoux
arXiv_CL
arXiv_CL
Unsupervised
Represenation_Learning
Speech
Contrastive_Learning
Classification
PDF
-
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul Bennett, Junaid Ahmed, Arnold Overwijk
arXiv_CL
arXiv_CL
Bert
Sparse
Contrastive_Learning
PDF
-
Video Representation Learning with Visual Tempo Consistency
Ceyuan Yang, Yinghao Xu, Bo Dai, Bolei Zhou
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Action_Recognition
Action
Detection
PDF
-
PCLNet: A Practical Way for Unsupervised Deep PolSAR Representations and Few-Shot Classification
Lamei Zhang, Siyu Zhang, Bin Zou, Hongwei Dong
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Classification
Deep_Learning
Few-Shot
CNN
Image_Classification
PDF
-
Domain Contrast for Domain Adaptive Object Detection
Feng Liu, Xiaoxong Zhang, Fang Wan, Xiangyang Ji, Qixiang Ye
arXiv_CV
arXiv_CV
Contrastive_Learning
Detection
Object_Detection
PDF
-
Unsupervised Discovery of Object Landmarks via Contrastive Learning
Zezhou Cheng, Jong-Chyi Su, Subhransu Maji
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
PDF
-
Disentangle Perceptual Learning through Online Contrastive Learning
Kangfu Mei, Yao Lu, Qiaosi Yi, Haoyu Wu, Juncheng Li, Rui Huang
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
Classification
PDF
-
Unsupervised Image Classification for Deep Representation Learning
Weijie Chen, Shiliang Pu, Di Xie, Shicai Yang, Yilu Guo, Luojun Lin
arXiv_CV
arXiv_CV
Segmentation
Embedding
Unsupervised
Transfer_Learning
Semantic_Segmentation
Represenation_Learning
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Relation
Few-Shot
Object_Detection
GAN
Image_Classification
PDF
-
Recovering Petaflops in Contrastive Semi-Supervised Learning of Visual Representations
Mahmoud Assran, Nicolas Ballas, Lluis Castrejon, Michael Rabbat
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Contrastive learning of global and local features for medical image segmentation with limited annotations
Krishna Chaitanya, Ertunc Erdil, Neerav Karani, Ender Konukoglu
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Medical
PDF
-
Joint Contrastive Learning for Unsupervised Domain Adaptation
Changhwa Park, Jonghyun Lee, Jaeyoon Yoo, Minhoe Hur, Sungroh Yoon
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Pose
Contrastive_Learning
Matching
PDF
-
Contrastive Learning for Weakly Supervised Phrase Grounding
Tanmay Gupta, Arash Vahdat, Gal Chechik, Xiaodong Yang, Jan Kautz, Derek Hoiem
arXiv_CV
arXiv_CV
Weakly_Supervised
Contrastive_Learning
Attention
Caption
Language_Model
PDF
-
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin
arXiv_CV
arXiv_CV
Image_Caption
Unsupervised
Pose
Contrastive_Learning
Prediction
PDF
-
Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images
Xiaocong Chen, Lina Yao, Tao Zhou, Jinming Dong, Yu Zhang
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
Classification
Deep_Learning
Few-Shot
PDF
-
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction
Yaodong Yu, Kwan Ho Ryan Chan, Chong You, Chaobing Song, Yi Ma
arXiv_CV
arXiv_CV
Unsupervised
Self-Supervised
Pose
Contrastive_Learning
Classification
Relation
PDF
-
Improved Conditional Flow Models for Molecule to Image Synthesis
Karren Yang, Samuel Goldman, Wengong Jin, Alex Lu, Regina Barzilay, Tommi Jaakkola, Caroline Uhler
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Pose
Contrastive_Learning
Quantitative
PDF
-
Adversarial Self-Supervised Contrastive Learning
Minseon Kim, Jihoon Tack, Sung Ju Hwang
arXiv_CV
arXiv_CV
Transfer_Learning
Adversarial
Self-Supervised
Pose
Contrastive_Learning
Prediction
PDF
-
Knowledge Distillation Meets Self-Supervision
Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Contrastive_Learning
Few-Shot
Attention
Prediction
PDF
-
DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors
Sarthak Bhagat, Vishaal Udandarao, Shagun Uppal
arXiv_CV
arXiv_CV
Unsupervised
Self-Supervised
Pose
Contrastive_Learning
Quantitative
PDF
-
Semi-Supervised Contrastive Learning with Generalized Contrastive Loss and Its Application to Speaker Recognition
Nakamasa Inoue, Keita Goto
arXiv_SD
arXiv_SD
Embedding
Unsupervised
Recognition
Pose
Contrastive_Learning
PDF
-
Multi-view Contrastive Learning for Online Knowledge Distillation
Chuanguang Yang, Zhulin An, Xiaolong Hu, Hui Zhu, Kaiqiang Xu, Yongjun Xu
arXiv_CV
arXiv_CV
Embedding
Knowledge
Contrastive_Learning
Classification
Relation
Few-Shot
Image_Classification
Inference
PDF
-
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
John M. Giorgi, Osvald Nitski, Gary D. Bader, Bo Wang
arXiv_AI
arXiv_AI
Transformer
Embedding
Unsupervised
Self-Supervised
Contrastive_Learning
PDF
-
CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning
Sameer Khurana, Antoine Laurent, James Glass
arXiv_CL
arXiv_CL
Recognition
Represenation_Learning
Speech
Self-Supervised
Contrastive_Learning
Relation
CNN
PDF
-
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID
Yixiao Ge, Dapeng Chen, Feng Zhu, Rui Zhao, Hongsheng Li
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Pose
Contrastive_Learning
Re-identification
PDF
-
Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning
Aditya Sanghi
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
3D
Represenation_Learning
Pose
Contrastive_Learning
PDF
-
On Mutual Information in Contrastive Learning for Visual Representations
Mike Wu, Chengxu Zhuang, Milan Mosse, Daniel Yamins, Noah Goodman
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Represenation_Learning
Contrastive_Learning
Classification
Detection
PDF
-
What makes for good views for contrastive learning
Yonglong Tian, Chen Sun, Ben Poole, Dilip Krishnan, Cordelia Schmid, Phillip Isola
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Represenation_Learning
Self-Supervised
Contrastive_Learning
Classification
Detection
Object_Detection
PDF
-
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere
Tongzhou Wang, Phillip Isola
arXiv_CV
arXiv_CV
Represenation_Learning
Contrastive_Learning
PDF
-
Contrastive Learning for Debiased Candidate Generation at Scale
Chang Zhou, Jianxin Ma, Jianwei Zhang, Jingren Zhou, Hongxia Yang
arXiv_AI
arXiv_AI
Pose
Contrastive_Learning
Face
Action
Language_Model
Recommendation
PDF
-
ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language
Zhe Wang, Zhiyuan Fang, Jun Wang, Yezhou Yang
arXiv_CV
arXiv_CV
Segmentation
Contrastive_Learning
Matching
PDF
-
Prototypical Contrastive Learning of Unsupervised Representations
Junnan Li, Pan Zhou, Caiming Xiong, Richard Socher, Steven C.H. Hoi
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
PDF
-
Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions
Arjun R Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy
arXiv_CV
arXiv_CV
Recognition
Bert
Pose
Contrastive_Learning
PDF
-
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels
Ilya Kostrikov, Denis Yarats, Rob Fergus
arXiv_CV
arXiv_CV
Reinforcement_Learning
Pose
Contrastive_Learning
PDF
-
Audio-Visual Instance Discrimination with Cross-Modal Agreement
Pedro Morgado, Nuno Vasconcelos, Ishan Misra
arXiv_CV
arXiv_CV
Recognition
Self-Supervised
Contrastive_Learning
Action_Recognition
Action
PDF
-
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning
Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, Xin Tong
arXiv_CV
arXiv_CV
3D
Adversarial
Pose
Contrastive_Learning
Face
Relation
PDF
-
Supervised Contrastive Learning
Prannay Khosla, Piotr Teterwak, Chen Wang, Aaron Sarna, Yonglong Tian, Phillip Isola, Aaron Maschinot, Ce Liu, Dilip Krishnan
arXiv_CV
arXiv_CV
Embedding
Self-Supervised
Pose
Contrastive_Learning
Classification
Image_Classification
PDF
-
CURL: Contrastive Unsupervised Representations for Reinforcement Learning
Aravind Srinivas, Michael Laskin, Pieter Abbeel
arXiv_CV
arXiv_CV
Unsupervised
Reinforcement_Learning
Contrastive_Learning
Action
PDF
-
Clustering based Contrastive Learning for Improving Face Representations
Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
arXiv_CV
arXiv_CV
Represenation_Learning
Contrastive_Learning
Face
PDF
-
Improved Baselines with Momentum Contrastive Learning
Xinlei Chen, Haoqi Fan, Ross Girshick, Kaiming He
arXiv_CV
arXiv_CV
Unsupervised
Contrastive_Learning
PDF
-
A Simple Framework for Contrastive Learning of Visual Representations
Ting Chen, Simon Kornblith, Mohammad Norouzi, Geoffrey Hinton
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
Prediction
Matching
PDF
-
Contrastive Learning of Structured World Models
Thomas Kipf, Elise van der Pol, Max Welling
arXiv_AI
arXiv_AI
Reconstruction
Embedding
Represenation_Learning
Contrastive_Learning
Relation
PDF
-
Momentum Contrast for Unsupervised Visual Representation Learning
Kaiming He, Haoqi Fan, Yuxin Wu, Saining Xie, Ross Girshick
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Represenation_Learning
Contrastive_Learning
Classification
Detection
PDF
-
Contrastive Representation Distillation
Yonglong Tian, Dilip Krishnan, Phillip Isola
arXiv_CV
arXiv_CV
Knowledge
Contrastive_Learning
PDF
-
Annotated Guidelines and Building Reference Corpus for Myanmar-English Word Alignment
Nway Nway Han, Aye Thida
arXiv_AI
arXiv_AI
Pose
Contrastive_Learning
Relation
PDF
-
Online Object Representations with Contrastive Learning
Sören Pirk, Mohi Khansari, Yunfei Bai, Corey Lynch, Pierre Sermanet
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Contrastive Learning for Lifted Networks
Christopher Zach, Virginia Estellers
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
PDF
-
Unified Visual-Semantic Embeddings: Bridging Vision and Language with Structured Meaning Representations
Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma
arXiv_CV
arXiv_CV
Image_Caption
Embedding
Adversarial
Pose
Contrastive_Learning
Relation
Caption
PDF
-
A Theoretical Analysis of Contrastive Unsupervised Representation Learning
Sanjeev Arora, Hrishikesh Khandeparkar, Mikhail Khodak, Orestis Plevrakis, Nikunj Saunshi
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Represenation_Learning
Contrastive_Learning
Classification
Language_Model
PDF
-
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization
Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang
arXiv_CL
arXiv_CL
Salient
Pose
Contrastive_Learning
Attention
Summarization
PDF
-
Geometry-Contrastive GAN for Facial Expression Transfer
Fengchun Qiao, Naiming Yao, Zirui Jiao, Zhihao Li, Hui Chen, Hongan Wang
arXiv_CV
arXiv_CV
Adversarial
Pose
Emotion
Contrastive_Learning
Face
GAN
PDF
-
Adversarial Contrastive Estimation
Avishek Joey Bose, Huan Ling, Yanshuai Cao
arXiv_AI
arXiv_AI
Embedding
Knowledge
Adversarial
Knowledge_Graph
Contrastive_Learning
Action
PDF
-
Contrastive Learning for Image Captioning
Bo Dai, Dahua Lin
arXiv_CV
arXiv_CV
Image_Caption
Pose
Contrastive_Learning
Caption
PDF