Self-Supervised

Self-Supervised

• 2022-11-30 EURO: ESPnet Unsupervised ASR Open-source Toolkit    Dongji Gao, Jiatong Shi, Shun-Po Chuang, Leibny Paola Garcia, Hung-yi Lee, Shinji Watanabe, Sanjeev Khudanpur arXiv_CL arXiv_CL  Unsupervised  Recognition  Adversarial  Speech  Self-Supervised  Speech_Recognition  Activity  PDF
• 2022-11-30 Spatio-Temporal Crop Aggregation for Video Representation Learning    Sepehr Sameni, Simon Jenni, Paolo Favaro arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Sparse  Represenation_Learning  Self-Supervised  Pose  Action  Classification  Summarization  Inference  Prediction  PDF
• 2022-11-29 On the power of foundation models    Yang Yuan arXiv_AI arXiv_AI  Optimization  Self-Supervised  PDF
• 2022-11-29 Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology    Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas Maier, Marc Aubreville, Katharina Breininger arXiv_CV arXiv_CV  Transformer  Segmentation  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-11-29 G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring    Nivedita Bijlani, Oscar Mendez Maldonado, Samaneh Kouchaki arXiv_AI arXiv_AI  Embedding  Unsupervised  Recognition  Self-Supervised  Pose  Detection  PDF
• 2022-11-29 Model Extraction Attack against Self-supervised Speech Models    Tsu-Yuan Hsu, Chen-An Li, Tung-Yu Wu, Hung-yi Lee arXiv_CL arXiv_CL  Speech  Self-Supervised  Pose  Action  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
• 2022-11-29 MoDA: Map style transfer for self-supervised Domain Adaptation of embodied agents    Eun Sun Lee, Junho Kim, SangWon Park, Young Min Kim arXiv_CV arXiv_CV  Style_Transfer  Knowledge  Self-Supervised  Pose  PDF
• 2022-11-29 Survey on Self-Supervised Multimodal Representation Learning and Foundation Models    Sushil Thapa arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Survey  Deep_Learning  PDF
• 2022-11-28 Handling Image and Label Resolution Mismatch in Remote Sensing    Scott Workman, Armin Hadzic, M. Usman Rafique arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Adversarial  Self-Supervised  Prediction  PDF
• 2022-11-28 SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification    Fang Peng, Xiaoshan Yang, Changsheng Xu arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Few-Shot  Image_Classification  Language_Model  PDF
• 2022-11-28 Good helper is around you: Attention-driven Masked Image Modeling    Jie Gui, Zhengqi Liu, Hao Luo arXiv_CV arXiv_CV  Transformer  Segmentation  Represenation_Learning  Self-Supervised  Pose  Detection  Attention  PDF
• 2022-11-28 Semi-supervised binary classification with latent distance learning    Imam Mustafa Kamal, Hyerim Bae arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Medical  PDF
• 2022-11-28 Interactive Visual Feature Search    Devon Ulrich, Ruth Fong arXiv_CV arXiv_CV  Self-Supervised  CNN  PDF
• 2022-11-28 Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization    Stefan Stojanov, Anh Thai, Zixuan Huang, James M. Rehg arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  3D  Sparse  Self-Supervised  Pose  Classification  Deep_Learning  Optical_Flow  Matching  PDF
• 2022-11-28 Mix and Localize: Localizing Sound Sources in Mixtures    Xixi Hu, Ziyang Chen, Andrew Owens arXiv_CV arXiv_CV  Speech  Self-Supervised  PDF
• 2022-11-28 CLIP2GAN: Towards Bridging Text with the Latent Space of GANs    Yixuan Wang, Wengang Zhou, Jianmin Bao, Weilun Wang, Li Li, Houqiang Li arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  GAN  Inference  PDF
• 2022-11-28 Dual Information Enhanced Multi-view Attributed Graph Clustering    Jia-Qi Lin, Man-Sheng Chen, Xi-Ran Zhu, Chang-Dong Wang, Haizhang Zhang arXiv_AI arXiv_AI  Reconstruction  Self-Supervised  Pose  Attention  PDF
• 2022-11-27 A Time Series is Worth 64 Words: Long-term Forecasting with Transformers    Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam arXiv_AI arXiv_AI  Transformer  Segmentation  Embedding  Represenation_Learning  Self-Supervised  Pose  Attention  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 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 Self-Supervised Surgical Instrument 3D Reconstruction from a Single Camera Image    Ange Lou, Xing Yao, Ziteng Liu, Jintong Han, Jack Noble arXiv_CV arXiv_CV  Reconstruction  Segmentation  Tracking  3D  Self-Supervised  Pose  Detection  Object_Detection  Prediction  PDF
• 2022-11-25 MAEDAY: MAE for few and zero shot AnomalY-Detection    Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  Zero-Shot  Self-Supervised  Detection  Few-Shot  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 SCOOP: Self-Supervised Correspondence and Optimization-Based Scene Flow    Itai Lang, Dror Aiger, Forrester Cole, Shai Avidan, Michael Rubinstein arXiv_CV arXiv_CV  Point_Cloud  3D  Optimization  Self-Supervised  Action  PDF
• 2022-11-25 XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning    Pritam Sarkar, Ali Etemad arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Knowledge  Self-Supervised  Pose  Action  Classification  PDF
• 2022-11-25 WSSL: Weighted Self-supervised Learning Framework For Image-inpainting    Shubham Gupta, Rahul Kunigal Ravishankar, Madhoolika Gangaraju, Poojasree Dwarkanath, Natarajan Subramanyam arXiv_AI arXiv_AI  Reconstruction  Inpainting  Self-Supervised  Pose  PDF
• 2022-11-25 Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised Learning    Ryota Yoshihashi, Shuhei Nishimura, Dai Yonebayashi, Yuya Otsuka, Tomohiro Tanaka, Takashi Miyazaki arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Classification  Detection  PDF
• 2022-11-24 Self Supervised Clustering of Traffic Scenes using Graph Representations    Maximilian Zipfl, Moritz Jarosch, J. Marius Zöllner arXiv_CV arXiv_CV  Embedding  Self-Supervised  Action  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 SfM-TTR: Using Structure from Motion for Test-Time Refinement of Single-View Depth Networks    Sergio Izquierdo, Javier Civera arXiv_CV arXiv_CV  Point_Cloud  Sparse  Self-Supervised  Pose  Relation  Matching  PDF
• 2022-11-24 Multi-Task Learning of Object State Changes from Uncurated Videos    Tomáš Souček, Jean-Baptiste Alayrac, Antoine Miech, Ivan Laptev, Josef Sivic arXiv_CV arXiv_CV  Zero-Shot  Self-Supervised  Action  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
• 2022-11-24 TESSP: Text-Enhanced Self-Supervised Speech Pre-training    Zhuoyuan Yao, Shuo Ren, Sanyuan Chen, Ziyang Ma, Pengcheng Guo, Lei Xie arXiv_SD arXiv_SD  Transformer  Unsupervised  Recognition  Bert  Speech  Self-Supervised  Pose  Speech_Recognition  Matching  PDF
• 2022-11-24 Iterative Data Refinement for Self-Supervised MR Image Reconstruction    Xue Liu, Juan Zou, Xiawu Zheng, Cheng Li, Hairong Zheng, Shanshan Wang arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Deep_Learning  Detection  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 Device Directedness with Contextual Cues for Spoken Dialog Systems    Dhanush Bekal, Sundararajan Srinivasan, Sravan Bodapati, Srikanth Ronanki, Katrin Kirchhoff arXiv_CL arXiv_CL  Transformer  Recognition  Represenation_Learning  RNN  Speech  Self-Supervised  Pose  Classification  Speech_Recognition  PDF
• 2022-11-23 Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment    Yuchen Ma, Yanbei Chen, Zeynep Akata arXiv_CV arXiv_CV  Transformer  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Relation  PDF
• 2022-11-23 Self-Supervised Learning based on Heat Equation    Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin arXiv_CV arXiv_CV  Transformer  Self-Supervised  Classification  Detection  Relation  Object_Detection  Image_Classification  Prediction  PDF
• 2022-11-23 Paint by Example: Exemplar-based Image Editing with Diffusion Models    Binxin Yang, Shuyang Gu, Bo Zhang, Ting Zhang, Xuejin Chen, Xiaoyan Sun, Dong Chen, Fang Wen arXiv_CV arXiv_CV  Optimization  Self-Supervised  Pose  GAN  PDF
• 2022-11-23 Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation    Ning Zhang, Francesco Nex, George Vosselman, Norman Kerle arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Action  Attention  PDF
• 2022-11-23 ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation    Sara Atito, Muhammad Awais, Wenwu Wang, Mark D Plumbley, Josef Kittler arXiv_CV arXiv_CV  Transformer  Speech  Self-Supervised  Pose  Classification  Relation  PDF
• 2022-11-23 SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays    Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kitler, Marius George Linguraru arXiv_CV arXiv_CV  Transformer  Segmentation  Represenation_Learning  Self-Supervised  Pose  Detection  PDF
• 2022-11-23 Can we Adopt Self-supervised Pretraining for Chest X-Rays?    Arsh Verma, Makarand Tapaswi arXiv_CV arXiv_CV  Self-Supervised  Classification  Medical  CNN  PDF
• 2022-11-23 Reason from Context with Self-supervised Learning    Xiao Liu, Ankur Sikarwar, Joo Hwee Lim, Gabriel Kreiman, Zenglin Shi, Mengmi Zhang arXiv_AI arXiv_AI  Recognition  Knowledge  Self-Supervised  Pose  Quantitative  Inference  PDF
• 2022-11-23 Whose Emotion Matters? Speaker Detection without Prior Knowledge    Hugo Carneiro, Cornelius Weber, Stefan Wermter arXiv_CV arXiv_CV  Recognition  Knowledge  Speech  Self-Supervised  Emotion  Face  Detection  Speech_Recognition  PDF
• 2022-11-23 Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI    Ketan Fatania, Kwai Y. Chau, Carolin M. Pirkl, Marion I. Menzel, Peter Hall, Mohammad Golbabaee arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Quantitative  Deep_Learning  PDF
• 2022-11-23 Masked Autoencoding for Scalable and Generalizable Decision Making    Fangchen Liu, Hao Liu, Aditya Grover, Pieter Abbeel arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Self-Supervised  Action  Language_Model  Prediction  PDF
• 2022-11-22 Touch and Go: Learning from Human-Collected Vision and Touch    Fengyu Yang, Chenyang Ma, Jiacheng Zhang, Jing Zhu, Wenzhen Yuan, Andrew Owens arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2022-11-22 MagicPony: Learning Articulated 3D Animals in the Wild    Shangzhe Wu, Ruining Li, Tomas Jakab, Christian Rupprecht, Andrea Vedaldi arXiv_CV arXiv_CV  Transformer  3D  Knowledge  Self-Supervised  Pose  Quantitative  PDF
• 2022-11-22 On the Transferability of Visual Features in Generalized Zero-Shot Learning    Paola Cascante-Bonilla, Leonid Karlinsky, James Seale Smith, Yanjun Qi, Vicente Ordonez arXiv_CV arXiv_CV  Transformer  Zero-Shot  Represenation_Learning  Knowledge  Self-Supervised  CNN  PDF
• 2022-11-22 The Monocular Depth Estimation Challenge    Jaime Spencer, C. Stella Qian, Chris Russell, Simon Hadfield, Erich Graf, Wendy Adams, Andrew J. Schofield, James Elder, Richard Bowden, Heng Cong, Stefano Mattoccia, Matteo Poggi, Zeeshan Khan Suri, Yang Tang, Fabio Tosi, Hao Wang, Youmin Zhang, Yusheng Zhang, Chaoqiang Zhao arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  GAN  Prediction  PDF
• 2022-11-22 PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding    Honggu Zhou, Xiaogang Peng, Jiawei Mao, Zizhao Wu, Ming Zeng arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2022-11-22 YZR-net : Self-supervised Hidden representations Invariant to Transformations for profanity detection    Vedant Sandeep Joshi, Sivanagaraja Tatinati, Yubo Wang arXiv_CL arXiv_CL  Self-Supervised  Action  Detection  Matching  PDF
• 2022-11-22 Disentangled Feature Learning for Real-Time Neural Speech Coding    Xue Jiang, Xiulian Peng, Yuan Zhang, Yan Lu arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2022-11-21 Self-Supervised Pre-training of 3D Point Cloud Networks with Image Data    Andrej Janda, Brandon Wagstaff, Edwin G. Ng, Jonathan Kelly arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Self-Supervised  PDF
• 2022-11-21 DreamArtist: Towards Controllable One-Shot Text-to-Image Generation via Contrastive Prompt-Tuning    Ziyi Dong, Pengxu Wei, Liang Lin arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  PDF
• 2022-11-21 Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text    Qianhui Wu, Huiqiang Jiang, Haonan Yin, Borje F. Karlsson, Chin-Yew Lin arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Knowledge  Self-Supervised  Pose  Detection  Language_Model  Prediction  PDF
• 2022-11-21 Contrastive Masked Autoencoders for Self-Supervised Video Hashing    Yuting Wang, Jinpeng Wang, Bin Chen, Ziyun Zeng, Shutao Xia arXiv_AI arXiv_AI  Video_Caption  Self-Supervised  Pose  Relation  Attention  Activity  Video_Retrieval  PDF
• 2022-11-21 Uncertainty Reduction for 3D Point Cloud Self-Supervised Traversability Estimation    Jihwan Bae, Junwon Seo, Taekyung Kim, Hae-gon Jeon, Kiho Kwak, Inwook Shim arXiv_CV arXiv_CV  Point_Cloud  3D  Self-Supervised  Pose  PDF
• 2022-11-21 Deep Projective Rotation Estimation through Relative Supervision    Brian Okorn, Chuer Pan, Martial Hebert, David Held arXiv_CV arXiv_CV  Optimization  Pose_Estimation  Self-Supervised  Pose  Deep_Learning  CNN  PDF
• 2022-11-21 Spatiotemporal Modeling of Multivariate Signals With Graph Neural Networks and Structured State Space Models    Siyi Tang, Jared A. Dunnmon, Liangqiong Qu, Khaled K. Saab, Christopher Lee-Messer, Daniel L. Rubin arXiv_AI arXiv_AI  Transformer  Self-Supervised  Pose  Detection  Relation  PDF
• 2022-11-20 Hybrid Transformer Based Feature Fusion for Self-Supervised Monocular Depth Estimation    Snehal Singh Tomar, Maitreya Suin, A.N. Rajagopalan arXiv_CV arXiv_CV  Transformer  Unsupervised  3D  Self-Supervised  Pose  Attention  CNN  Prediction  PDF
• 2022-11-20 Simultaneously Learning Robust Audio Embeddings and balanced Hash codes for Query-by-Example    Anup Singh, Kris Demuynck, Vipul Arora arXiv_SD arXiv_SD  Embedding  Unsupervised  Self-Supervised  Pose  Deep_Learning  PDF
• 2022-11-20 Self-supervised iRegNet for the Registration of Longitudinal Brain MRI of Diffuse Glioma Patients    Ramy A. Zeineldin, Mohamed E. Karar, Franziska Mathis-Ullrich, Oliver Burgert arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  PDF
• 2022-11-20 ESTAS: Effective and Stable Trojan Attacks in Self-supervised Encoders with One Target Unlabelled Sample    Jiaqi Xue, Qian Lou arXiv_CV arXiv_CV  Image_Caption  Optimization  Self-Supervised  Pose  Action  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
• 2022-11-19 Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings    Barış Batuhan Topal, Deniz Yuret, Tevfik Metin Sezgin arXiv_CV arXiv_CV  Transformer  Style_Transfer  Self-Supervised  Face  Action  Detection  Object_Detection  PDF
• 2022-11-19 Efficient Video Representation Learning via Masked Video Modeling with Motion-centric Token Selection    Sunil Hwang, Jaehong Yoon, Youngwan Lee, Sung Ju Hwang arXiv_CV arXiv_CV  Transformer  Recognition  Represenation_Learning  Self-Supervised  Pose  Action_Recognition  Action  Classification  PDF
• 2022-11-19 Local Contrastive Feature learning for Tabular Data    Zhabiz Gharibshah, Xingquan Zhu arXiv_AI arXiv_AI  Reconstruction  Self-Supervised  Pose  Relation  CNN  PDF
• 2022-11-18 Improved Cross-view Completion Pre-training for Stereo Matching    Philippe Weinzaepfel, Vaibhav Arora, Yohann Cabon, Thomas Lucas, Romain Brégier, Vincent Leroy, Gabriela Csurka, Leonid Antsfeld, Boris Chidlovskii, Jérôme Revaud arXiv_CV arXiv_CV  Transformer  Embedding  Self-Supervised  Relation  Matching  PDF
• 2022-11-18 Knowing What to Label for Few Shot Microscopy Image Cell Segmentation    Youssef Dawoud, Arij Bouazizi, Katharina Ernst, Gustavo Carneiro, Vasileios Belagiannis arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Prediction  PDF
• 2022-11-18 Self-Remixing: Unsupervised Speech Separation via Separation and Remixing    Kohei Saijo, Tetsuji Ogawa arXiv_SD arXiv_SD  Unsupervised  Speech  Self-Supervised  Pose  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 Exploring WavLM on Speech Enhancement    Hyungchan Song, Sanyuan Chen, Zhuo Chen, Yu Wu, Takuya Yoshioka, Min Tang, Jong Won Shin, Shujie Liu arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-11-18 Weighted Ensemble Self-Supervised Learning    Yangjun Ruan, Saurabh Singh, Warren Morningstar, Alexander A. Alemi, Sergey Ioffe, Ian Fischer, Joshua V. Dillon arXiv_AI arXiv_AI  Self-Supervised  Few-Shot  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
• 2022-11-17 Compressing Transformer-based self-supervised models for speech processing    Tzu-Quan Lin, Tsung-Huan Yang, Chun-Yao Chang, Kuang-Ming Chen, Tzu-hsun Feng, Hung-yi Lee, Hao Tang arXiv_SD arXiv_SD  Transformer  Knowledge  Speech  Self-Supervised  Inference  PDF
• 2022-11-17 MelHuBERT: A simplified HuBERT on Mel spectrogram    Tzu-Quan Lin, Hung-yi Lee, Hao Tang arXiv_SD arXiv_SD  Bert  Speech  Self-Supervised  Pose  PDF
• 2022-11-17 Patch-Craft Self-Supervised Training for Correlated Image Denoising    Gregory Vaksman, Michael Elad arXiv_CV arXiv_CV  Restoration  Knowledge  Self-Supervised  Pose  Denoising  Matching  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 Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Information    Weijie Su, Xizhou Zhu, Chenxin Tao, Lewei Lu, Bin Li, Gao Huang, Yu Qiao, Xiaogang Wang, Jie Zhou, Jifeng Dai arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Optimization  Self-Supervised  Pose  Classification  Detection  Object_Detection  PDF
• 2022-11-17 EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones    Yulin Wang, Yang Yue, Rui Lu, Tianjiao Liu, Zhao Zhong, Shiji Song, Gao Huang arXiv_AI arXiv_AI  Transformer  Self-Supervised  Pose  PDF
• 2022-11-17 CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers    Natalia Frumkin, Dibakar Gope, Diana Marculescu arXiv_CV arXiv_CV  Transformer  Reconstruction  Quantization  Self-Supervised  Pose  PDF
• 2022-11-17 Predicting Human Mobility via Self-supervised Disentanglement Learning    Qiang Gao, Jinyu Hong, Xovee Xu, Ping Kuang, Fan Zhou, Goce Trajcevski arXiv_AI arXiv_AI  Self-Supervised  Pose  Prediction  PDF
• 2022-11-17 NANSY++: Unified Voice Synthesis with Neural Analysis and Synthesis    Hyeong-Seok Choi, Jinhyeok Yang, Juheon Lee, Hyeongju Kim arXiv_SD arXiv_SD  Speech  Self-Supervised  Pose  PDF
• 2022-11-17 Planning Irregular Object Packing via Hierarchical Reinforcement Learning    Sichao Huang, Ziwei Wang, Jie Zhou, Jiwen Lu arXiv_CV arXiv_CV  Reinforcement_Learning  Self-Supervised  Pose  Autonomous  PDF
• 2022-11-17 Balanced Deep CCA for Bird Vocalization Detection    Sumit Kumar, B. Anshuman, Linus Ruettimann, Richard H.R. Hahnloser, Vipul Arora arXiv_SD arXiv_SD  Embedding  Unsupervised  Sparse  Self-Supervised  Detection  Relation  PDF
• 2022-11-17 Exploring adaptation of VideoMAE for Audio-Visual Diarization & Social @ Ego4d Looking at me Challenge    Yinan He, Guo Chen arXiv_CV arXiv_CV  Transformer  Self-Supervised  Action  PDF
• 2022-11-16 Are we certain it's anomalous?    Alessandro Flaborea, Bardh Prenkaj, Bharti Munjal, Marco Aurelio Sterpa, Dario Aragona, Luca Podo, Fabio Galasso arXiv_CV arXiv_CV  Reconstruction  RNN  Self-Supervised  Pose  Detection  Relation  GAN  Medical  PDF
• 2022-11-16 MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis    Tianhong Li, Huiwen Chang, Shlok Kumar Mishra, Han Zhang, Dina Katabi, Dilip Krishnan arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  GAN  PDF
• 2022-11-16 Region Proposal Network Pre-Training Helps Label-Efficient Object Detection    Linus Ericsson, Nanqing Dong, Yongxin Yang, Ales Leonardis, Steven McDonagh arXiv_CV arXiv_CV  Transformer  Segmentation  Self-Supervised  Pose  Detection  Few-Shot  Object_Detection  PDF
• 2022-11-16 Self-supervised Egomotion and Depth Learning via Bi-directional Coarse-to-Fine Scale Recovery    Hao Qu, Lilian Zhang, Xiaoping Hu, Xiaofeng He, Xianfei Pan, Changhao Chen arXiv_RO arXiv_RO  Point_Cloud  Self-Supervised  Pose  SLAM  Attention  Autonomous  PDF
• 2022-11-16 L2 proficiency assessment using self-supervised speech representations    Stefano Bannò, Kate M. Knill, Marco Matassoni, Vyas Raina, Mark J. F. Gales arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-11-16 Data Augmentation with Unsupervised Speaking Style Transfer for Speech Emotion Recognition    Leyuan Qu, Wei Wang, Taihao Li, Cornelius Weber, Stefan Wermter, Fuji Ren arXiv_AI arXiv_AI  Unsupervised  Style_Transfer  Recognition  Adversarial  Speech  Self-Supervised  Pose  Emotion  GAN  Speech_Recognition  PDF
• 2022-11-16 Semi-Supervised and Self-Supervised Collaborative Learning for Prostate 3D MR Image Segmentation    Yousuf Babiker M. Osman, Cheng Li, Weijian Huang, Nazik Elsayed, Zhenzhen Xue, Hairong Zheng, Shanshan Wang arXiv_CV arXiv_CV  Segmentation  3D  Sparse  Self-Supervised  Pose  Action  Deep_Learning  PDF
• 2022-11-16 Fair contrastive pre-training for geographic images    Miao Zhang, Rumi Chunara arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Recognition  Represenation_Learning  Self-Supervised  Pose  Prediction  PDF
• 2022-11-16 Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering    Juan Zha, Zheng Li, Ying Wei, Yu Zhang arXiv_CL arXiv_CL  Text_Classification  Knowledge  Self-Supervised  Pose  Classification  Relation  Few-Shot  GAN  PDF
• 2022-11-15 Cross-Domain Self-Supervised Deep Learning for Robust Alzheimer's Disease Progression Modeling    Saba Dadsetan, Mohsen Hejrati, Shandong Wu, Somaye Hashemifar arXiv_CV arXiv_CV  Transformer  3D  Self-Supervised  Deep_Learning  Medical  Prediction  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 A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning    Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen arXiv_CV arXiv_CV  Reconstruction  Segmentation  Transfer_Learning  3D  Represenation_Learning  Self-Supervised  Pose  Medical  Prediction  PDF
• 2022-11-15 N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture    Eva Höck, Tim-Oliver Buchholz, Anselm Brachmann, Florian Jug, Alexander Freytag arXiv_CV arXiv_CV  Self-Supervised  Pose  Denoising  Medical  Prediction  PDF
• 2022-11-15 Introducing Semantics into Speech Encoders    Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Self-Supervised  Pose  Classification  Speech_Recognition  Language_Model  PDF
• 2022-11-15 FlowGrad: Using Motion for Visual Sound Source Localization    Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes arXiv_SD arXiv_SD  Self-Supervised  Optical_Flow  PDF
• 2022-11-15 Homomorphic Self-Supervised Learning    T. Anderson Keller, Xavier Suau, Luca Zappella arXiv_AI arXiv_AI  Self-Supervised  PDF
• 2022-11-15 Towards an objective characterization of an individual's facial movements using Self-Supervised Person-Specific-Models    Yanis Tazi, Michael Berger, Winrich A. Freiwald arXiv_CV arXiv_CV  Embedding  Knowledge  Self-Supervised  Pose  Quantitative  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 Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works    Chao Tao, Ji Qi, Mingning Guo, Qing Zhu, Haifeng Li arXiv_AI arXiv_AI  Transformer  Unsupervised  Review  Self-Supervised  Deep_Learning  PDF
• 2022-11-15 Contextual Transformer for Offline Meta Reinforcement Learning    Runji Lin, Ye Li, Xidong Feng, Zhaowei Zhang, Xian Hong Wu Fung, Haifeng Zhang, Jun Wang, Yali Du, Yaodong Yang arXiv_AI arXiv_AI  Transformer  Reinforcement_Learning  Self-Supervised  Pose  Action  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
• 2022-11-15 Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks    Jessica Y. Bo, Hen-Wei Huang, Alvin Chan, Giovanni Traverso arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Face  Classification  Deep_Learning  Medical  PDF
• 2022-11-15 Brain Tumor Sequence Registration with Non-iterative Coarse-to-fine Networks and Dual Deep Supervision    Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  PDF
• 2022-11-15 AgileAvatar: Stylized 3D Avatar Creation via Cascaded Domain Bridging    Shen Sang, Tiancheng Zhi, Guoxian Song, Minghao Liu, Chunpong Lai, Jing Liu, Xiang Wen, James Davis, Linjie Luo arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  PDF
• 2022-11-14 Improving Children's Speech Recognition by Fine-tuning Self-supervised Adult Speech Representations    Renee Lu, Mostafa Shahin, Beena Ahmed arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-11-14 What Images are More Memorable to Machines?    Junlin Han, Huangying Zhan, Jie Hong, Pengfei Fang, Hongdong Li, Lars Petersson, Ian Reid arXiv_AI arXiv_AI  Transformer  Recognition  Self-Supervised  Pose  Face  PDF
• 2022-11-14 PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation    Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Knowledge  Self-Supervised  Pose  Relation  Prediction  PDF
• 2022-11-14 Stain-invariant self supervised learning for histopathology image analysis    Alexandre Tiard, Alex Wong, David Joon Ho, Yangchao Wu, Eliram Nof, Stefano Soatto, Saad Nadeem arXiv_CV arXiv_CV  Embedding  Self-Supervised  Classification  Prediction  PDF
• 2022-11-14 Language models are good pathologists: using attention-based sequence reduction and text-pretrained transformers for efficient WSI classification    Juan I. Pisula, Katarzyna Bozek arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Classification  Attention  Language_Model  PDF
• 2022-11-14 MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets    Ziyang Ma, Zhisheng Zhen, Changli Tang, Yujin Wang, Xie Chen arXiv_SD arXiv_SD  Transformer  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2022-11-14 Self-Supervised Image Restoration with Blurry and Noisy Pairs    Zhilu Zhang, Rongjian Xu, Ming Liu, Zifei Yan, Wangmeng Zuo arXiv_CV arXiv_CV  Restoration  Self-Supervised  Pose  Denoising  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 SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation    Yi Wang, Nassim Ait Ali Braham, Zhitong Xiong, Chenying Liu, Conrad M Albrecht, Xiao Xiang Zhu arXiv_AI arXiv_AI  Transformer  Self-Supervised  PDF
• 2022-11-13 Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding    Zijiao Chen, Jiaxin Qing, Tiange Xiang, Wan Lin Yue, Juan Helen Zhou arXiv_CV arXiv_CV  Sparse  Self-Supervised  Face  Quantitative  Classification  Matching  PDF
• 2022-11-13 Learning from partially labeled data for multi-organ and tumor segmentation    Yutong Xie, Jianpeng Zhang, Yong Xia, Chunhua Shen arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  3D  Self-Supervised  Pose  Attention  GAN  Medical  CNN  PDF
• 2022-11-13 VGFlow: Visibility guided Flow Network for Human Reposing    Rishabh Jain, Krishna Kumar Singh, Mayur Hemani, Jingwan Lu, Mausooom Sarkar, Duygu Ceylan, Balaji Krishnamurthy arXiv_AI arXiv_AI  Self-Supervised  Pose  Quantitative  PDF
• 2022-11-13 Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning    Yabin Zhang, Jiehong Lin, Ruihuang Li, Kui Jia, Lei Zhang arXiv_CV arXiv_CV  Transformer  Point_Cloud  Self-Supervised  Pose  Classification  Relation  Denoising  PDF
• 2022-11-12 Efficient Speech Quality Assessment using Self-supervised Framewise Embeddings    Karl El Hajal, Zihan Wu, Neil Scheidwasser-Clow, Gasser Elbanna, Milos Cernak arXiv_SD arXiv_SD  Embedding  Speech  Self-Supervised  Pose  Prediction  PDF
• 2022-11-12 Prediction of Geometric Transformation on Cardiac MRI via Convolutional Neural Network    Xin Gao arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Self-Supervised  Pose  Classification  Medical  CNN  Prediction  PDF
• 2022-11-12 MARLIN: Masked Autoencoder for facial video Representation LearnINg    Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat arXiv_CV arXiv_CV  Embedding  Unsupervised  Recognition  Represenation_Learning  Self-Supervised  Pose  Face  Detection  PDF
• 2022-11-12 LLEDA -- Lifelong Self-Supervised Domain Adaptation    Mamatha Thota, Dewei Yi, Georgios Leontidis arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  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 Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement    Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk arXiv_SD arXiv_SD  Enhancement  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Emotion  Action  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
• 2022-11-12 A unified one-shot prosody and speaker conversion system with self-supervised discrete speech units    Li-Wei Chen, Shinji Watanabe, Alexander Rudnicky arXiv_SD arXiv_SD  Speech  Self-Supervised  Relation  PDF
• 2022-11-12 Rewards Encoding Environment Dynamics Improves Preference-based Reinforcement Learning    Katherine Metcalf, Miguel Sarabia, Barry-John Theobald arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  Pose  Action  PDF
• 2022-11-11 Self-Supervised Isotropic Superresolution Fetal Brain MRI    Kay Lächler, Hélène Lajous, Michael Unser, Meritxell Bach Cuadra, Pol del Aguila Pla arXiv_AI arXiv_AI  Reconstruction  Optimization  Regularization  Self-Supervised  Quantitative  PDF
• 2022-11-11 Speech-to-Speech Translation For A Real-world Unwritten Language    Peng-Jen Chen, Kevin Tran, Yilin Yang, Jingfei Du, Justine Kao, Yu-An Chung, Paden Tomasello, Paul-Ambroise Duquenne, Holger Schwenk, Hongyu Gong, Hirofumi Inaguma, Sravya Popuri, Changhan Wang, Juan Pino, Wei-Ning Hsu, Ann Lee arXiv_CL arXiv_CL  Weakly_Supervised  Speech  Self-Supervised  Prediction  PDF
• 2022-11-11 The Far Side of Failure: Investigating the Impact of Speech Recognition Errors on Subsequent Dementia Classification    Changye Li, Trevor Cohen, Serguei Pakhomov arXiv_AI arXiv_AI  Recognition  Speech  Self-Supervised  Classification  Deep_Learning  Relation  Speech_Recognition  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
• 2022-11-11 A Survey of Knowledge-Enhanced Pre-trained Language Models    Linmei Hu, Zeyi Liu, Ziwang Zhao, Lei Hou, Liqiang Nie, Juanzi Li arXiv_CL arXiv_CL  Knowledge  Review  Knowledge_Graph  Self-Supervised  Survey  Language_Model  PDF
• 2022-11-10 A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding    Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Self-Supervised  Sentiment  Speech_Recognition  Language_Model  PDF
• 2022-11-10 Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition    Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  Prediction  PDF
• 2022-11-10 DisPositioNet: Disentangled Pose and Identity in Semantic Image Manipulation    Azade Farshad, Yousef Yeganeh, Helisa Dhamo, Federico Tombari, Nassir Navab arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  Face  Quantitative  Relation  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 3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video Retrieval    Rui Deng, Qian Wu, Yuke Li arXiv_CV arXiv_CV  Transformer  3D  Video_Prediction  Self-Supervised  Pose  Relation  Prediction  Video_Retrieval  Matching  PDF
• 2022-11-10 Contrastive Self-Supervised Learning for Skeleton Representations    Nico Lingg, Miguel Sarabia, Luca Zappella, Barry-John Theobald arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  Self-Supervised  Classification  Activity  Prediction  PDF
• 2022-11-09 Speech separation with large-scale self-supervised learning    Zhuo Chen, Naoyuki Kanda, Jian Wu, Yu Wu, Xiaofei Wang, Takuya Yoshioka, Jinyu Li, Sunit Sivasankaran, Sefik Emre Eskimez arXiv_CL arXiv_CL  Transformer  Embedding  Speech  Self-Supervised  Pose  PDF
• 2022-11-09 Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models    Travis M. Bartley, Fei Jia, Krishna C. Puvvada, Samuel Kriman, Boris Ginsburg arXiv_CL arXiv_CL  Transformer  Embedding  Speech  Self-Supervised  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 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 Interactive Feature Embedding for Infrared and Visible Image Fusion    Fan Zhao, Wenda Zhao, Huchuan Lu arXiv_CV arXiv_CV  Embedding  Unsupervised  Self-Supervised  Pose  Quantitative  Deep_Learning  PDF
• 2022-11-09 3DFill:Reference-guided Image Inpainting by Self-supervised 3D Image Alignment    Liang Zhao, Xinyuan Zhao, Hailong Ma, Xinyu Zhang, Long Zeng arXiv_CV arXiv_CV  Inpainting  3D  Self-Supervised  Pose  Inference  PDF
• 2022-11-09 Soft Augmentation for Image Classification    Yang Liu, Shen Yan, Laura Leal-Taixé, James Hays, Deva Ramanan arXiv_CV arXiv_CV  Regularization  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2022-11-08 Pushing the limits of self-supervised speaker verification using regularized distillation framework    Yafeng Chen, Siqi Zheng, Hui Wang, Luyao Cheng, Qian Chen arXiv_SD arXiv_SD  Embedding  Regularization  Self-Supervised  Pose  PDF
• 2022-11-08 GENIUS: A Novel Solution for Subteam Replacement with Clustering-based Graph Neural Network    Chuxuan Hu, Qinghai Zhou, Hanghang Tong arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Self-Supervised  Pose  Relation  PDF
• 2022-11-08 Comparative layer-wise analysis of self-supervised speech models    Ankita Pasad, Bowen Shi, Karen Livescu arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Self-Supervised  Pose  Relation  Speech_Recognition  PDF
• 2022-11-07 On minimal variations for unsupervised representation learning    Vivien Cabannes, Alberto Bietti, Randall Balestriero arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  PDF
• 2022-11-07 Generalizable Re-Identification from Videos with Cycle Association    Zhongdao Wang, Zhaopeng Dou, Jingwei Zhang, Liang Zhen, Yifan Sun, Yali Li, Shengjin Wang arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Self-Supervised  Pose  Re-identification  PDF
• 2022-11-07 SC-DepthV3: Robust Self-supervised Monocular Depth Estimation for Dynamic Scenes    Libo Sun, Jia-Wang Bian, Huangying Zhan, Wei Yin, Ian Reid, Chunhua Shen arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2022-11-07 Group DETR v2: Strong Object Detector with Encoder-Decoder Pretraining    Qiang Chen, Jian Wang, Chuchu Han, Shan Zhang, Zexian Li, Xiaokang Chen, Jiahui Chen, Xiaodi Wang, Shuming Han, Gang Zhang, Haocheng Feng, Kun Yao, Junyu Han, Errui Ding, Jingdong Wang arXiv_CV arXiv_CV  Transformer  Self-Supervised  Detection  Object_Detection  PDF
• 2022-11-07 Okapi: Generalising Better by Making Statistical Matches Match    Myles Bartlett, Sara Romiti, Viktoriia Sharmanska, Novi Quadrianto arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Classification  Matching  PDF
• 2022-11-07 Medical Diffusion -- Denoising Diffusion Probabilistic Models for 3D Medical Image Generation    Firas Khader, Gustav Mueller-Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Schulze-Hagen, Philipp Schad, Sandy Engelhardt, Bettina Baessler, Sebastian Foersch, Johannes Stegmaier, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Self-Supervised  Quantitative  Denoising  Medical  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 Towards Real World HDRTV Reconstruction: A Data Synthesis-based Approach    Zhen Cheng, Tao Wang, Yong Li, Fenglong Song, Chang Chen, Zhiwei Xiong arXiv_CV arXiv_CV  Reconstruction  Adversarial  Self-Supervised  Pose  Deep_Learning  Inference  PDF
• 2022-11-06 Bridging Speech and Textual Pre-trained Models with Unsupervised ASR    Jiatong Shi, Chan-Jan Hsu, Holam Chung, Dongji Gao, Paola Garcia, Shinji Watanabe, Ann Lee, Hung-yi Lee arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  QA  PDF
• 2022-11-06 Hear The Flow: Optical Flow-Based Self-Supervised Visual Sound Source Localization    Dennis Fedorishin, Deen Dayal Mohan, Bhavin Jawade, Srirangaraj Setlur, Venu Govindaraju arXiv_CV arXiv_CV  Self-Supervised  Relation  Attention  Optical_Flow  PDF
• 2022-11-06 Distilling Representations from GAN Generator via Squeeze and Span    Yu Yang, Xiaotian Cheng, Chang Liu, Hakan Bilen, Xiangyang Ji arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Knowledge  Adversarial  Self-Supervised  Pose  GAN  PDF
• 2022-11-05 Privacy-Preserving Models for Legal Natural Language Processing    Ying Yin, Ivan Habernal arXiv_CL arXiv_CL  Transformer  Knowledge  Adversarial  Self-Supervised  Language_Model  PDF
• 2022-11-05 Local Manifold Augmentation for Multiview Semantic Consistency    Yu Yang, Wing Yin Cheung, Chang Liu, Xiangyang Ji arXiv_CV arXiv_CV  Represenation_Learning  Sketch  Self-Supervised  Pose  PDF
• 2022-11-04 Resource-Efficient Transfer Learning From Speech Foundation Model Using Hierarchical Feature Fusion    Zhouyuan Huo, Khe Chai Sim, Bo Li, Dongseong Hwang, Tara N. Sainath, Trevor Strohman arXiv_SD arXiv_SD  Transformer  Transfer_Learning  Recognition  Sparse  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-11-04 Self-Supervised Learning for Speech Enhancement through Synthesis    Bryce Irvin, Marko Stamenovic, Mikolaj Kegler, Li-Chia Yang arXiv_CL arXiv_CL  Enhancement  Adversarial  Speech  Self-Supervised  Pose  Denoising  Prediction  PDF
• 2022-11-04 Biased Self-supervised learning for ASR    Florian L. Kreyssig, Yangyang Shi, Jinxi Guo, Leda Sari, Abdelrahman Mohamed, Philip C. Woodland arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  Prediction  PDF
• 2022-11-04 A General Purpose Neural Architecture for Geospatial Systems    Nasim Rahaman, Martin Weiss, Frederik Träuble, Francesco Locatello, Alexandre Lacoste, Yoshua Bengio, Chris Pal, Li Erran Li, Bernhard Schölkopf arXiv_AI arXiv_AI  Self-Supervised  Pose  Activity  PDF
• 2022-11-04 Once-for-All Sequence Compression for Self-Supervised Speech Models    Hsuan-Jui Chen, Yen Meng, Hung-yi Lee arXiv_CL arXiv_CL  Speech  Self-Supervised  Pose  PDF
• 2022-11-04 Spatial-Temporal Convolutional Attention for Mapping Functional Brain Networks    Yiheng Liu, Enjie Ge, Ning Qiang, Tianming Liu, Bao Ge arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Relation  Attention  CNN  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 ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations    Badr Youbi Idrissi, Diane Bouchacourt, Randall Balestriero, Ivan Evtimov, Caner Hazirbas, Nicolas Ballas, Pascal Vincent, Michal Drozdzal, David Lopez-Paz, Mark Ibrahim arXiv_CV arXiv_CV  Transformer  Recognition  Self-Supervised  Pose  Face  Deep_Learning  CNN  PDF
• 2022-11-03 Rethinking Hierarchicies in Pre-trained Plain Vision Transformer    Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Self-Supervised  Classification  Detection  Attention  PDF
• 2022-11-03 Speech-based emotion recognition with self-supervised models using attentive channel-wise correlations and label smoothing    Sofoklis Kakouros, Themos Stafylakis, Ladislav Mosner, Lukas Burget arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Emotion  Relation  PDF
• 2022-11-03 Channel-Aware Pretraining of Joint Encoder-Decoder Self-Supervised Model for Telephonic-Speech ASR    Vrunda N. Sukhadia, A. Arunkumar, S. Umesh arXiv_SD arXiv_SD  Transformer  Bert  Speech  Self-Supervised  Pose  PDF
• 2022-11-03 Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition    Zengrui Jin, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shujie Hu, Jiajun Deng, Guinan Li, Xunying Liu arXiv_SD arXiv_SD  Embedding  Recognition  Adversarial  Speech  Self-Supervised  Pose  GAN  Speech_Recognition  PDF
• 2022-11-02 Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing    Yonggan Fu, Yang Zhang, Kaizhi Qian, Zhifan Ye, Zhongzhi Yu, Cheng-I Lai, Yingyan Lin arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Quantitative  Speech_Recognition  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 MAST: Multiscale Audio Spectrogram Transformers    Sreyan Ghosh, Ashish Seth, S. Umesh, Dinesh Manocha arXiv_CL arXiv_CL  Transformer  Embedding  Speech  Self-Supervised  Classification  PDF
• 2022-11-02 Phoneme Segmentation Using Self-Supervised Speech Models    Luke Strgar, David Harwath arXiv_CL arXiv_CL  Transformer  Segmentation  Unsupervised  Transfer_Learning  Review  Speech  Self-Supervised  Prediction  PDF
• 2022-11-02 data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup    Vasista Sai Lodagala, Sreyan Ghosh, S. Umesh arXiv_AI arXiv_AI  Represenation_Learning  Speech  Self-Supervised  Pose  Action  Language_Model  PDF
• 2022-11-02 EquiMod: An Equivariance Module to Improve Self-Supervised Learning    Alexandre Devillers, Mathieu Lefort arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  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 RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild    Weiyao Wang, Byung-Hak Kim, Varun Ganapathi arXiv_CV arXiv_CV  Transformer  Recognition  Represenation_Learning  Self-Supervised  Detection  PDF
• 2022-11-02 On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting    Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas Maier arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Detection  Object_Detection  Denoising  PDF
• 2022-11-02 Rethinking the Metric in Few-shot Learning: From an Adaptive Multi-Distance Perspective    Jinxiang Lai, Siqian Yang, Guannan Jiang, Xi Wang, Yuxi Li, Zihui Jia, Xiaochen Chen, Jun Liu, Bin-Bin Gao, Wei Zhang, Yuan Xie, Chengjie Wang arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  Classification  Relation  Few-Shot  Attention  Prediction  PDF
• 2022-11-02 More Speaking or More Speakers?    Dan Berrebbi, Ronan Collobert, Navdeep Jaitly, Tatiana Likhomanenko arXiv_SD arXiv_SD  Recognition  Knowledge  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-11-02 Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning    Yifei Zhang, Chang Liu, Yu Zhou, Weiping Wang, Qixiang Ye, Xiangyang Ji arXiv_CV arXiv_CV  Self-Supervised  Quantitative  Relation  PDF
• 2022-11-01 Self-supervised Physics-based Denoising for Computed Tomography    Elvira Zainulina, Alexey Chernyavskiy, Dmitry V. Dylov arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Denoising  Medical  PDF
• 2022-11-01 T5lephone: Bridging Speech and Text Self-supervised Models for Spoken Language Understanding via Phoneme level T5    Chan-Jan Hsu, Ho-Lam Chung, Hung-yi Lee, Yu Tsao arXiv_CL arXiv_CL  Bert  Speech  Self-Supervised  Language_Model  QA  PDF
• 2022-11-01 Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound    Paul F. R. Wilson, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Self-Supervised  Deep_Learning  Detection  PDF
• 2022-11-01 Avoid Overthinking in Self-Supervised Models for Speech Recognition    Dan Berrebbi, Brian Yan, Shinji Watanabe arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Classification  Relation  Speech_Recognition  Inference  Prediction  PDF
• 2022-11-01 Self-Supervised Intensity-Event Stereo Matching    Jinjin Gu, Jinan Zhou, Ringo Sai Wo Chu, Yan Chen, Jiawei Zhang, Xuanye Cheng, Song Zhang, Jimmy S. Ren arXiv_CV arXiv_CV  Self-Supervised  Pose  Matching  PDF
• 2022-11-01 Adapting self-supervised models to multi-talker speech recognition using speaker embeddings    Zili Huang, Desh Raj, Paola García, Sanjeev Khudanpur arXiv_SD arXiv_SD  Transformer  Embedding  Recognition  Speech  Self-Supervised  Pose  Action  Speech_Recognition  PDF
• 2022-11-01 Investigating Content-Aware Neural Text-To-Speech MOS Prediction Using Prosodic and Linguistic Features    Alexandra Vioni, Georgia Maniati, Nikolaos Ellinas, June Sig Sung, Inchul Hwang, Aimilios Chalamandaris, Pirros Tsiakoulis arXiv_CL arXiv_CL  Embedding  Bert  Speech  Self-Supervised  Pose  Relation  Prediction  PDF
• 2022-11-01 RGMIM: Region-Guided Masked Image Modeling for COVID-19 Detection    Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama arXiv_CV arXiv_CV  Self-Supervised  Pose  Detection  Medical  PDF
• 2022-11-01 Self-supervised Character-to-Character Distillation    Tongkun Guan, Wei Shen arXiv_CV arXiv_CV  Segmentation  Recognition  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-11-01 Pixel-Wise Contrastive Distillation    Junqiang Huang, Zichao Guo arXiv_CV arXiv_CV  Transformer  Knowledge  Self-Supervised  Pose  Detection  Object_Detection  Attention  Prediction  PDF
• 2022-10-31 Audio-Visual Speech Enhancement and Separation by Leveraging Multi-Modal Self-Supervised Embeddings    I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou arXiv_SD arXiv_SD  Embedding  Enhancement  Recognition  Bert  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-10-31 Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation    Simone Rossetti (1 and 2), Damiano Zappia (1), Marta Sanzari (2), Marco Schaerf (1 and 2), Fiora Pirri (1 and 2) ((1) DeepPlants, (2) DIAG Sapienza) arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Weakly_Supervised  Optimization  Self-Supervised  Pose  Quantitative  PDF
• 2022-10-31 AutoBag: Learning to Open Plastic Bags and Insert Objects    Lawrence Yunliang Chen, Baiyu Shi, Daniel Seita, Richard Cheng, Thomas Kollar, David Held, Ken Goldberg arXiv_RO arXiv_RO  3D  Self-Supervised  Pose  Autonomous  PDF
• 2022-10-31 Self-Supervised Hierarchical Metrical Structure Modeling    Junyan Jiang, Gus Xia arXiv_SD arXiv_SD  Knowledge  Self-Supervised  Pose  Inference  PDF
• 2022-10-31 Predicting Multi-Codebook Vector Quantization Indexes for Knowledge Distillation    Liyong Guo, Xiaoyu Yang, Quandong Wang, Yuxiang Kong, Zengwei Yao, Fan Cui, Fangjun Kuang, Wei Kang, Long Lin, Mingshuang Luo, Piotr Zelasko, Daniel Povey arXiv_CL arXiv_CL  Embedding  Quantization  Recognition  Knowledge  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-10-31 DUEL: Adaptive Duplicate Elimination on Working Memory for Self-Supervised Learning    Won-Seok Choi, Dong-Sig Han, Hyundo Lee, Junseok Park, Byoung-Tak Zhang arXiv_AI arXiv_AI  Self-Supervised  Pose  PDF
• 2022-10-30 DyG2Vec: Representation Learning for Dynamic Graphs with Self-Supervision    Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates arXiv_AI arXiv_AI  Transformer  Embedding  Represenation_Learning  Self-Supervised  Action  Inference  PDF
• 2022-10-30 Foreign Object Debris Detection for Airport Pavement Images based on Self-supervised Localization and Vision Transformer    Travis Munyer, Daniel Brinkman, Xin Zhong, Chenyu Huang, Iason Konstantzos arXiv_CV arXiv_CV  Transformer  Self-Supervised  Classification  Detection  Object_Detection  PDF
• 2022-10-30 Improved acoustic-to-articulatory inversion using representations from pretrained self-supervised learning models    Sathvik Udupa, Siddarth C, Prasanta Kumar Ghosh arXiv_SD arXiv_SD  Transformer  Reconstruction  Recognition  Speech  Self-Supervised  Emotion  Classification  Relation  Speech_Recognition  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 SL3D: Self-supervised-Self-labeled 3D Recognition    Fernando Julio Cendra, Lan Ma, Jiajun Shen, Xiaojuan Qi arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Recognition  3D  Self-Supervised  Pose  Classification  Detection  Object_Detection  PDF
• 2022-10-30 Saliency Can Be All You Need In Contrastive Self-Supervised Learning    Veysel Kocaman, Ofer M. Shir, Thomas Bäck, Ahmed Nabil Belbachir arXiv_CV arXiv_CV  Segmentation  Salient  Self-Supervised  Pose  Detection  PDF
• 2022-10-30 token2vec: A Joint Self-Supervised Pre-training Framework Using Unpaired Speech and Text    Xianghu Yue, Junyi Ao, Xiaoxue Gao, Haizhou Li arXiv_CL arXiv_CL  Transformer  Speech  Self-Supervised  Pose  Classification  Language_Model  PDF
• 2022-10-30 A Self-Supervised Approach to Reconstruction in Sparse X-Ray Computed Tomography    Rey Mendoza, Minh Nguyen, Judith Weng Zhu, Vincent Dumont, Talita Perciano, Juliane Mueller, Vidya Ganapati arXiv_CV arXiv_CV  Reconstruction  Sparse  Self-Supervised  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 Learning Dependencies of Discrete Speech Representations with Neural Hidden Markov Models    Sung-Lin Yeh, Hao Tang arXiv_CL arXiv_CL  Segmentation  Speech  Self-Supervised  Pose  PDF
• 2022-10-29 Unsupervised Audio-Visual Lecture Segmentation    Darshan Singh S, Anchit Gupta, C. V. Jawahar, Makarand Tapaswi arXiv_CV arXiv_CV  Segmentation  Unsupervised  OCR  Self-Supervised  Matching  PDF
• 2022-10-29 Application of Knowledge Distillation to Multi-task Speech Representation Learning    Mine Kerpicci, Van Nguyen, Shuhua Zhang, Erik Visser arXiv_CL arXiv_CL  Recognition  Bert  Represenation_Learning  Knowledge  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-10-29 Relating Human Perception of Musicality to Prediction in a Predictive Coding Model    Nikolas McNeal, Jennifer Huang, Aniekan Umoren, Shuqi Dai, Roger Dannenberg, Richard Randall, Tai Sing Lee arXiv_SD arXiv_SD  Self-Supervised  Action  Prediction  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 Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models    Ramon Sanabria, Hao Tang, Sharon Goldwater arXiv_CL arXiv_CL  Embedding  Bert  Speech  Self-Supervised  PDF
• 2022-10-28 Deep Learning-Based Anomaly Detection in Synthetic Aperture Radar Imaging    Max Muzeau, Chengfang Ren, Sébastien Angelliaume, Mihai Datcu, Jean-Philippe Ovarlez arXiv_CV arXiv_CV  Unsupervised  Knowledge  Adversarial  Self-Supervised  Pose  Face  Deep_Learning  Detection  Relation  PDF
• 2022-10-28 Spectrograms Are Sequences of Patches    Leyi Zhao, Yi Li arXiv_AI arXiv_AI  Transformer  Self-Supervised  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 Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis    Bach Tran, Binh-Son Hua, Anh Tuan Tran, Minh Hoai arXiv_AI arXiv_AI  Transformer  Point_Cloud  3D  Knowledge  Self-Supervised  Deep_Learning  PDF
• 2022-10-28 Facial Action Unit Detection and Intensity Estimation from Self-supervised Representation    Bowen Ma, Rudong An, Wei Zhang, Yu Ding, Zeng Zhao, Rongsheng Zhang, Tangjie Lv, Changjie Fan, Zhipeng Hu arXiv_AI arXiv_AI  Transformer  Weakly_Supervised  Knowledge  Self-Supervised  Face  Action  Detection  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 Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction    Bhawesh Kumar, Anil Palepu, Rudraksh Tuwani, Andrew Beam arXiv_CV arXiv_CV  Zero-Shot  Self-Supervised  Pose  Classification  Detection  Medical  Caption  Prediction  PDF
• 2022-10-27 Evaluating context-invariance in unsupervised speech representations    Mark Hallap, Emmanuel Dupoux, Ewan Dunbar arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Self-Supervised  Speech_Recognition  Language_Model  PDF
• 2022-10-27 Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge    Ewan Dunbar, Nicolas Hamilakis, Emmanuel Dupoux arXiv_CL arXiv_CL  Unsupervised  Speech  Self-Supervised  Language_Model  PDF
• 2022-10-27 PatchRot: A Self-Supervised Technique for Training Vision Transformers    Sachin Chhabra, Prabal Bijoy Dutta, Hemanth Venkateswara, Baoxin Li arXiv_CV arXiv_CV  Transformer  Unsupervised  Self-Supervised  Pose  CNN  PDF
• 2022-10-27 Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition    Yujin Wang, Changli Tang, Ziyang Ma, Zhisheng Zheng, Xie Chen, Wei-Qiang Zhang arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Speech_Recognition  Inference  PDF
• 2022-10-27 Video-based Remote Physiological Measurement via Self-supervised Learning    Zijie Yue, Miaojing Shi, Shuai Ding arXiv_CV arXiv_CV  Optimization  Self-Supervised  Pose  Face  Prediction  PDF
• 2022-10-27 Automatic Severity Assessment of Dysarthric speech by using Self-supervised Model with Multi-task Learning    Eun Jung Yeo, Kwanghee Choi, Sunhee Kim, Minhwa Chung arXiv_AI arXiv_AI  Recognition  Regularization  Speech  Self-Supervised  Pose  Classification  Speech_Recognition  PDF
• 2022-10-27 Opening the Black Box of wav2vec Feature Encoder    Kwanghee Choi, Eun Jung Yeo arXiv_CL arXiv_CL  Embedding  Speech  Self-Supervised  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 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 Iterative pseudo-forced alignment by acoustic CTC loss for self-supervised ASR domain adaptation    Fernando López, Jordi Luque arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Classification  Speech_Recognition  Caption  PDF
• 2022-10-27 Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models    Chaofan Ma, Yuhuan Yang, Yanfeng Wang, Ya Zhang, Weidi Xie arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Bert  Zero-Shot  Self-Supervised  Pose  Language_Model  PDF
• 2022-10-27 Training Autoregressive Speech Recognition Models with Limited in-domain Supervision    Chak-Fai Li, Francis Keith, William Hartmann, Matthew Snover arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Speech_Recognition  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 Is Multi-Task Learning an Upper Bound for Continual Learning?    Zihao Wu, Huy Tran, Hamed Pirsiavash, Soheil Kolouri arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  PDF
• 2022-10-26 Multitask Detection of Speaker Changes, Overlapping Speech and Voice Activity Using wav2vec 2.0    Marie Kunešová, Zbyněk Zajíc arXiv_SD arXiv_SD  Speech  Self-Supervised  Pose  Classification  Detection  Activity  PDF
• 2022-10-26 Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input    Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino arXiv_CV arXiv_CV  Speech  Self-Supervised  Pose  Prediction  PDF
• 2022-10-26 Super-Resolution Based Patch-Free 3D Medical Image Segmentation with Self-Supervised Guidance    Hongyi Wang, Lanfen Lin, Hongjie Hu, Qingqing Chen, Yinhao Li, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Super_Resolution  3D  Restoration  Self-Supervised  Pose  Medical  CNN  Inference  PDF
• 2022-10-26 UFO2: A unified pre-training framework for online and offline speech recognition    Li Fu, Siqi Li, Qingtao Li, Liping Deng, Fangzhu Li, Lu Fan, Meng Chen, Xiaodong He arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-10-26 AVES: Animal Vocalization Encoder based on Self-Supervision    Masato Hagiwara arXiv_SD arXiv_SD  Transformer  Self-Supervised  Pose  Classification  Detection  PDF
• 2022-10-26 Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension    Jiangnan Li, Mo Yu, Fandong Meng, Zheng Lin, Peng Fu, Weiping Wang, Jie Zhou arXiv_CL arXiv_CL  Self-Supervised  Pose  Action  Prediction  PDF
• 2022-10-25 Deploying a Retrieval based Response Model for Task Oriented Dialogues    Lahari Poddar, György Szarvas, Cheng Wang, Jorge Balazs, Pavel Danchenko, Patrick Ernst arXiv_CL arXiv_CL  Self-Supervised  Pose  PDF
• 2022-10-25 LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering    Mário Cardoso, Pedro Saleiro, Pedro Bizarro arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Review  Self-Supervised  Action  Detection  Prediction  PDF
• 2022-10-25 A single-cell gene expression language model    William Connell, Umair Khan, Michael J. Keiser arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Knowledge  Self-Supervised  Pose  Language_Model  Prediction  PDF
• 2022-10-25 Learning Explicit Object-Centric Representations with Vision Transformers    Oscar Vikström, Alexander Ilin arXiv_CV arXiv_CV  Transformer  Segmentation  Self-Supervised  Pose  PDF
• 2022-10-25 Audio MFCC-gram Transformers for respiratory insufficiency detection in COVID-19    Marcelo Matheus Gauy, Marcelo Finger arXiv_SD arXiv_SD  Transformer  Speech  Self-Supervised  Detection  CNN  PDF
• 2022-10-25 THOR-Net: End-to-end Graformer-based Realistic Two Hands and Object Reconstruction with Self-supervision    Ahmed Tawfik Aboukhadra, Jameel Malik, Ahmed Elhayek, Nadia Robertini, Didier Stricker arXiv_CV arXiv_CV  Transformer  Reconstruction  3D  Pose_Estimation  Self-Supervised  Pose  Action  CNN  PDF
• 2022-10-25 FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation    Chen Zhang, Luis Fernando D'Haro, Qiquan Zhang, Thomas Friedrichs, Haizhou Li arXiv_CL arXiv_CL  Self-Supervised  Pose  Relation  PDF
• 2022-10-25 A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks    M. Kuzlu, F. O. Catak, S. Sarp, U. Cali, O Gueler arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Pose  Action  PDF
• 2022-10-24 The Robustness Limits of SoTA Vision Models to Natural Variation    Mark Ibrahim, Quentin Garrido, Ari Morcos, Diane Bouchacourt arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Classification  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 Robust Self-Supervised Learning with Lie Groups    Mark Ibrahim, Diane Bouchacourt, Ari Morcos arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Deep_Learning  PDF
• 2022-10-24 Self-supervised Rewiring of Pre-trained Speech Encoders: Towards Faster Fine-tuning with Less Labels in Speech Processing    Hao Yang, Jinming Zhao, Gholamreza Haffari, Ehsan Shareghi arXiv_CL arXiv_CL  Transformer  Speech  Self-Supervised  PDF
• 2022-10-24 Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning    Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H.S. Torr arXiv_CV arXiv_CV  Self-Supervised  Pose  Action  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
• 2022-10-23 Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification    Junfei Xiao, Yutong Bai, Alan Yuille, Zongwei Zhou arXiv_CV arXiv_CV  Transformer  Reconstruction  Transfer_Learning  Self-Supervised  Classification  Medical  CNN  PDF
• 2022-10-23 SC-wLS: Towards Interpretable Feed-forward Camera Re-localization    Xin Wu, Hao Zhao, Shunkai Li, Yingdian Cao, Hongbin Zha arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Inference  PDF
• 2022-10-23 Self-supervised Amodal Video Object Segmentation    Jian Yao, Yuxin Hong, Chiyu Wang, Tianjun Xiao, Tong He, Francesco Locatello, David Wipf, Yanwei Fu, Zheng Zhang arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  PDF
• 2022-10-23 Joint Rigid Motion Correction and Sparse-View CT via Self-Calibrating Neural Field    Qing Wu, Xin Li, Hongjiang Wei, Jingyi Yu, Yuyao Zhang arXiv_CV arXiv_CV  Reconstruction  Sparse  Self-Supervised  Pose  Deep_Learning  Attention  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 Learning General World Models in a Handful of Reward-Free Deployments    Yingchen Xu, Jack Parker-Holder, Aldo Pacchiano, Philip J. Ball, Oleh Rybkin, Stephen J. Roberts, Tim Rocktäschel, Edward Grefenstette arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Self-Supervised  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
• 2022-10-23 Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation    Xiaoyu Liu, Xu Li, Joan Serrà arXiv_AI arXiv_AI  Embedding  Self-Supervised  Quantitative  Deep_Learning  PDF
• 2022-10-23 Active Predictive Coding: A Unified Neural Framework for Learning Hierarchical World Models for Perception and Planning    Rajesh P. N. Rao, Dimitrios C. Gklezakos, Vishwas Sathish arXiv_AI arXiv_AI  Transformer  Reinforcement_Learning  Knowledge  Self-Supervised  Pose  Action  Prediction  PDF
• 2022-10-23 Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval    Minjoon Jung, Seongho Choi, Joochan Kim, Jin-Hwa Kim, Byoung-Tak Zhang arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  Pose  PDF
• 2022-10-23 Active Learning of Discrete-Time Dynamics for Uncertainty-Aware Model Predictive Control    Alessandro Saviolo, Jonathan Frey, Abhishek Rathod, Moritz Diehl, Giuseppe Loianno arXiv_RO arXiv_RO  Self-Supervised  Pose  Action  Inference  PDF
• 2022-10-23 Language Model Pre-Training with Sparse Latent Typing    Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, Chengxiang Zhai, Heng Ji arXiv_AI arXiv_AI  Transformer  Reconstruction  Sparse  Knowledge  Self-Supervised  Action  Few-Shot  Language_Model  PDF
• 2022-10-22 Guided contrastive self-supervised pre-training for automatic speech recognition    Aparna Khare, Minhua Wu, Saurabhchand Bhati, Jasha Droppo, Roland Maas arXiv_CL arXiv_CL  Transformer  Recognition  Represenation_Learning  Knowledge  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-10-22 Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks    Akansha Singh Bansal, Yoonjin Lee, Kyle Hilburn, Imme Ebert-Uphoff arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  3D  RNN  Knowledge  Review  Self-Supervised  Survey  Attention  CNN  PDF
• 2022-10-21 Combining Contrastive and Non-Contrastive Losses for Fine-Tuning Pretrained Models in Speech Analysis    Florian Lux, Ching-Yi Chen, Ngoc Thang Vu arXiv_CL arXiv_CL  Embedding  Speech  Self-Supervised  Pose  Emotion  Classification  PDF
• 2022-10-21 Spoken Term Detection and Relevance Score Estimation using Dot-Product of Pronunciation Embeddings    Jan Švec, Luboš Šmídl, Josef V. Psutka, Aleš Pražák arXiv_CL arXiv_CL  Embedding  Recognition  RNN  Self-Supervised  Detection  PDF
• 2022-10-21 Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer    Jan Švec, Jan Lehečka, Luboš Šmídl arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Recognition  RNN  Knowledge  Speech  Self-Supervised  Pose  Detection  Speech_Recognition  Language_Model  PDF
• 2022-10-21 Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection    Jules BOURCIER (Thoth), Thomas Floquet, Gohar Dashyan, Tugdual Ceillier, Karteek Alahari (Thoth), Jocelyn Chanussot (Thoth) arXiv_CV arXiv_CV  Surveillance  Represenation_Learning  Knowledge  Self-Supervised  Classification  Detection  Object_Detection  PDF
• 2022-10-21 Evidence of Vocal Tract Articulation in Self-Supervised Learning of Speech    Cheol Jun Cho, Peter Wu, Abdelrahman Mohamed, Gopala K. Anumanchipalli arXiv_AI arXiv_AI  Transformer  Bert  Speech  Self-Supervised  Pose  Relation  Attention  PDF
• 2022-10-20 VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum Modeling    Beiwen Tian, Liyi Luo, Hao Zhao, Guyue Zhou arXiv_AI arXiv_AI  Scene_Parsing  3D  Sparse  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2022-10-20 i-MAE: Are Latent Representations in Masked Autoencoders Linearly Separable?    Kevin Zhang, Zhiqiang Shen arXiv_AI arXiv_AI  Transformer  Reconstruction  Self-Supervised  Pose  Quantitative  PDF
• 2022-10-20 Self-Supervised Learning via Maximum Entropy Coding    Xin Liu, Zhongdao Wang, Yali Li, Shengjin Wang arXiv_AI arXiv_AI  Segmentation  Tracking  Object_Tracking  Self-Supervised  Pose  Classification  Detection  Object_Detection  PDF
• 2022-10-20 MixMask: Revisiting Masked Siamese Self-supervised Learning in Asymmetric Distance    Kirill Vishniakov, Eric Xing, Zhiqiang Shen arXiv_AI arXiv_AI  Segmentation  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2022-10-20 Self-Supervised Learning with Masked Image Modeling for Teeth Numbering, Detection of Dental Restorations, and Instance Segmentation in Dental Panoramic Radiographs    Amani Almalki, Longin Jan Latecki arXiv_CV arXiv_CV  Transformer  Segmentation  Restoration  Knowledge  Self-Supervised  Deep_Learning  Detection  PDF
• 2022-10-20 TTTFlow: Unsupervised Test-Time Training with Normalizing Flow    David Osowiechi, Gustavo A. Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Pose  Classification  Image_Classification  Inference  PDF
• 2022-10-20 SS-VAERR: Self-Supervised Apparent Emotional Reaction Recognition from Video    Marija Jegorova, Stavros Petridis, Maja Pantic arXiv_CV arXiv_CV  Recognition  Self-Supervised  Emotion  Action_Recognition  Action  Classification  PDF
• 2022-10-20 Towards Sustainable Self-supervised Learning    Shanghua Gao, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan arXiv_CV arXiv_CV  Reconstruction  Knowledge  Self-Supervised  Pose  Relation  Prediction  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 Self-Supervised Representation Learning for CAD    Benjamin T. Jones, Michael Hu, Vladimir G. Kim, Adriana Schulz arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Face  Few-Shot  PDF
• 2022-10-19 Anomaly Detection Requires Better Representations    Tal Reiss, Niv Cohen, Eliahu Horwitz, Ron Abutbul, Yedid Hoshen arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Detection  PDF
• 2022-10-19 End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation    Yoshiki Masuyama, Xuankai Chang, Samuele Cornell, Shinji Watanabe, Nobutaka Ono arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Self-Supervised  Pose  Denoising  Speech_Recognition  PDF
• 2022-10-19 CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion    Philippe Weinzaepfel, Vincent Leroy, Thomas Lucas, Romain Brégier, Yohann Cabon, Vaibhav Arora, Leonid Antsfeld, Boris Chidlovskii, Gabriela Csurka, Jérôme Revaud arXiv_CV arXiv_CV  Transformer  Unsupervised  3D  Represenation_Learning  Pose_Estimation  Self-Supervised  Pose  Classification  Detection  Relation  Object_Detection  Image_Classification  Optical_Flow  Prediction  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 Self-supervised Graph Masking Pre-training for Graph-to-Text Generation    Jiuzhou Han, Ehsan Shareghi arXiv_CL arXiv_CL  Transformer  Self-Supervised  Pose  Text_Generation  Language_Model  PDF
• 2022-10-19 LAVA: Label-efficient Visual Learning and Adaptation    Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Few-Shot  PDF
• 2022-10-19 Training set cleansing of backdoor poisoning by self-supervised representation learning    H. Wang, S. Karami, O. Dia, H. Ritter, E. Emamjomeh-Zadeh, J. Chen, Z. Xiang, D.J. Miller, G. Kesidis arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Classification  Image_Classification  Prediction  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 How to Boost Face Recognition with StyleGAN?    Artem Sevastopolsky, Yury Malkov, Nikita Durasov, Luisa Verdoliva, Matthias Nießner arXiv_AI arXiv_AI  Recognition  Self-Supervised  Face  Face_Recognition  GAN  PDF
• 2022-10-18 Rethinking Value Function Learning for Generalization in Reinforcement Learning    Seungyong Moon, JunYeong Lee, Hyun Oh Song arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Self-Supervised  Pose  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 Towards Efficient and Effective Self-Supervised Learning of Visual Representations    Sravanti Addepalli, Kaushal Bhogale, Priyam Dey, R.Venkatesh Babu arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Prediction  PDF
• 2022-10-18 Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material Classification    Prakash Chandra Chhipa, Richa Upadhyay, Rajkumar Saini, Lars Lindqvist, Richard Nordenskjold, Seiichi Uchida, Marcus Liwicki arXiv_CV arXiv_CV  Transfer_Learning  3D  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2022-10-18 A Hybrid System of Sound Event Detection Transformer and Frame-wise Model for DCASE 2022 Task 4    Yiming Li, Zhifang Guo, Zhirong Ye, Xiangdong Wang, Hong Liu, Yueliang Qian, Rui Tao, Long Yan, Kazushige Ouchi arXiv_SD arXiv_SD  Transformer  Self-Supervised  Classification  Detection  PDF
• 2022-10-17 Extensible Proxy for Efficient NAS    Yuhong Li, Jiajie Li, Cong Han, Pan Li, Jinjun Xiong, Deming Chen arXiv_AI arXiv_AI  NAS  Optimization  Self-Supervised  Pose  Few-Shot  Prediction  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 Deep Bidirectional Language-Knowledge Graph Pretraining    Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D Manning, Percy Liang, Jure Leskovec arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Self-Supervised  Pose  Medical  Language_Model  Prediction  QA  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 Self-Supervised Learning Through Efference Copies    Franz Scherr, Qinghai Guo, Timoleon Moraitis arXiv_CV arXiv_CV  Segmentation  Knowledge  Self-Supervised  Pose  Action  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-10-17 Pruning-based Topology Refinement of 3D Mesh using a 2D Alpha Mask    Gaëtan Landreau, Mohamed Tamaazousti arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Pose  Face  PDF
• 2022-10-17 Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels    Ahmet Gokberk Gul, Oezdemir Cetin, Christoph Reich, Tim Prangemeier, Nadine Flinner, Heinz Koeppl arXiv_CV arXiv_CV  Transformer  Knowledge  Self-Supervised  Pose  Classification  Attention  Image_Classification  PDF
• 2022-10-17 Bootstrapping the Relationship Between Images and Their Clean and Noisy Labels    Brandon Smart, Gustavo Carneiro arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Face  Relation  PDF
• 2022-10-17 Test-Time Training for Graph Neural Networks    Yiqi Wang, Chaozhuo Li, Wei Jin, Rui Li, Jianan Zhao, Jiliang Tang, Xing Xie arXiv_AI arXiv_AI  Self-Supervised  Pose  Classification  PDF
• 2022-10-17 MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling    Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Zhengyi Ma arXiv_AI arXiv_AI  Transformer  Self-Supervised  Pose  Relation  QA  PDF
• 2022-10-16 SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning    Tzu-hsun Feng, Annie Dong, Ching-Feng Yeh, Shu-wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-Wen Li, Hung-yi Lee arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Self-Supervised  PDF
• 2022-10-16 Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding    Jianing Wang, Wenkang Huang, Qiuhui Shi, Hongbin Wang, Minghui Qiu, Xiang Li, Ming Gao arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Pose  Attention  Language_Model  PDF
• 2022-10-16 Sentence Representation Learning with Generative Objective rather than Contrastive Objective    Bohong Wu, Hai Zhao arXiv_CL arXiv_CL  Transformer  Reconstruction  Represenation_Learning  Self-Supervised  Pose  Attention  Language_Model  PDF
• 2022-10-16 Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers    Tao Tang, Changlin Li, Guangrun Wang, Kaicheng Yu, Xiaojun Chang, Xiaodan Liang arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Image_Retrieval  Adversarial  Self-Supervised  Pose  PDF
• 2022-10-15 Self-Improving SLAM in Dynamic Environments: Learning When to Mask    Adrian Bojko, Romain Dupont, Mohamed Tamaazousti, Hervé Le Borgne arXiv_AI arXiv_AI  Self-Supervised  Pose  SLAM  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 Extracting speaker and emotion information from self-supervised speech models via channel-wise correlations    Themos Stafylakis, Ladislav Mosner, Sofoklis Kakouros, Oldrich Plchot, Lukas Burget, Jan Cernocky arXiv_SD arXiv_SD  Speech  Self-Supervised  Emotion  Relation  PDF
• 2022-10-15 Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis    Shanshan Wang, Zhen Zeng, Xun Yang, Xingyi Zhang arXiv_AI arXiv_AI  Sparse  Knowledge  Self-Supervised  Pose  PDF
• 2022-10-14 Improving generalizability of distilled self-supervised speech processing models under distorted settings    Kuan-Po Huang, Yu-Kuan Fu, Tsu-Yuan Hsu, Fabian Ritter Gutierrez, Fan-Lin Wang, Liang-Hsuan Tseng, Yu Zhang, Hung-yi Lee arXiv_CL arXiv_CL  Knowledge  Adversarial  Speech  Self-Supervised  Pose  PDF
• 2022-10-14 Data-Limited Tissue Segmentation using Inpainting-Based Self-Supervised Learning    Jeffrey Dominic, Nandita Bhaskhar, Arjun D. Desai, Andrew Schmidt, Elka Rubin, Beliz Gunel, Garry E. Gold, Brian A. Hargreaves, Leon Lenchik, Robert Boutin, Akshay S. Chaudhari arXiv_CV arXiv_CV  Segmentation  Inpainting  Restoration  Self-Supervised  Medical  Prediction  PDF
• 2022-10-14 MOVE: Unsupervised Movable Object Segmentation and Detection    Adam Bielski, Paolo Favaro arXiv_AI arXiv_AI  Segmentation  Unsupervised  Inpainting  Salient  Adversarial  Self-Supervised  Detection  Object_Detection  PDF
• 2022-10-14 Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images    Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang arXiv_AI arXiv_AI  Segmentation  Unsupervised  Self-Supervised  Pose  Deep_Learning  Detection  Medical  PDF
• 2022-10-14 Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion    Srikrishna Jaganathan, Maximilian Kukla, Jian Wang, Karthik Shetty, Andreas Maier arXiv_CV arXiv_CV  Unsupervised  3D  Self-Supervised  Pose  Deep_Learning  PDF
• 2022-10-14 MonoDVPS: A Self-Supervised Monocular Depth Estimation Approach to Depth-aware Video Panoptic Segmentation    Andra Petrovai, Sergiu Nedevschi arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Self-Supervised  Pose  Inference  Prediction  PDF
• 2022-10-13 Demystifying Self-supervised Trojan Attacks    Changjiang Li, Ren Pang, Zhaohan Xi, Tianyu Du, Shouling Ji, Yuan Yao, Ting Wang arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Action  Inference  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 HuBERT-TR: Reviving Turkish Automatic Speech Recognition with Self-supervised Speech Representation Learning    Ali Safaya, Engin Erzin arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-10-13 The Hidden Uniform Cluster Prior in Self-Supervised Learning    Mahmoud Assran, Randall Balestriero, Quentin Duval, Florian Bordes, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael Rabbat, Nicolas Ballas arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  PDF
• 2022-10-13 Visual Reinforcement Learning with Self-Supervised 3D Representations    Yanjie Ze, Nicklas Hansen, Yinbo Chen, Mohit Jain, Xiaolong Wang arXiv_RO arXiv_RO  Reinforcement_Learning  3D  Zero-Shot  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-10-13 How to Train Vision Transformer on Small-scale Datasets?    Hanan Gani, Muzammal Naseer, Mohammad Yaqub arXiv_CV arXiv_CV  Transformer  Salient  Self-Supervised  Attention  CNN  PDF
• 2022-10-13 Composite Learning for Robust and Effective Dense Predictions    Menelaos Kanakis, Thomas E. Huang, David Bruggemann, Fisher Yu, Luc Van Gool arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Self-Supervised  Boundary_Detection  Detection  Prediction  PDF
• 2022-10-13 Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild    Kaifeng Zhang, Yang Fu, Shubhankar Borse, Hong Cai, Fatih Porikli, Xiaolong Wang arXiv_CV arXiv_CV  Embedding  3D  Pose_Estimation  Self-Supervised  Pose  Face  PDF
• 2022-10-13 On Compressing Sequences for Self-Supervised Speech Models    Yen Meng, Hsuan-Jui Chen, Jiatong Shi, Shinji Watanabe, Paola Garcia, Hung-yi Lee, Hao Tang arXiv_CL arXiv_CL  Speech  Self-Supervised  Inference  PDF
• 2022-10-13 On the Utility of Self-supervised Models for Prosody-related Tasks    Guan-Ting Lin, Chi-Luen Feng, Wei-Ping Huang, Yuan Tseng, Tzu-Han Lin, Chen-An Li, Hung-yi Lee, Nigel G. Ward arXiv_CL arXiv_CL  Reconstruction  Speech  Self-Supervised  Prediction  PDF
• 2022-10-13 Multiplane NeRF-Supervised Disentanglement of Depth and Camera Pose from Videos    Yang Fu, Ishan Misra, Xiaolong Wang arXiv_CV arXiv_CV  Reconstruction  Pose_Estimation  Self-Supervised  Pose  PDF
• 2022-10-13 Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets    Anurag Roy, David Johnson Ekka, Saptarshi Ghosh, Abir Das arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  VQA  Few-Shot  PDF
• 2022-10-13 Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery    Jules BOURCIER (Thoth), Gohar Dashyan, Jocelyn Chanussot (Thoth), Karteek Alahari (Thoth) arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Classification  PDF
• 2022-10-13 H2RBox: Horizonal Box Annotation is All You Need for Oriented Object Detection    Xue Yang, Gefan Zhang, Wentong Li, Xuehui Wang, Yue Zhou, Junchi Yan arXiv_AI arXiv_AI  Segmentation  Knowledge  Self-Supervised  Pose  Detection  Object_Detection  Autonomous  Prediction  PDF
• 2022-10-13 Few-shot Relational Reasoning via Connection Subgraph Pretraining    Qian Huang, Hongyu Ren, Jure Leskovec arXiv_AI arXiv_AI  Transformer  Knowledge  Knowledge_Graph  Self-Supervised  Pose  Relation  Few-Shot  Prediction  PDF
• 2022-10-13 Brain Network Transformer    Xuan Kan, Wei Dai, Hejie Cui, Zilong Zhang, Ying Guo, Carl Yang arXiv_CV arXiv_CV  Transformer  Embedding  Self-Supervised  Pose  Attention  PDF
• 2022-10-12 Self-Guided Diffusion Models    Vincent Tao Hu, David W Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek arXiv_AI arXiv_AI  Segmentation  Self-Supervised  Action  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 CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping    Xiaojian Xu, Weijie Gan, Satya V.V.N. Kothapalli, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov arXiv_CV arXiv_CV  Self-Supervised  Quantitative  PDF
• 2022-10-12 Task Compass: Scaling Multi-task Pre-training with Task Prefix    Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Self-Supervised  Pose  Relation  Language_Model  PDF
• 2022-10-12 M$^3$Video: Masked Motion Modeling for Self-Supervised Video Representation Learning    Xinyu Sun, Peihao Chen, Liangwei Chen, Thomas H. Li, Mingkui Tan, Chuang Gan arXiv_CV arXiv_CV  Transformer  Sparse  Represenation_Learning  Self-Supervised  Action  Optical_Flow  PDF
• 2022-10-12 Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation    Wenhui Zhu, Peijie Qiu, Natasha Lepore, Oana M. Dumitrascu, Yalin Wang arXiv_CV arXiv_CV  Segmentation  Regularization  Self-Supervised  Action  Classification  Attention  Medical  PDF
• 2022-10-12 Dynamic Clustering Network for Unsupervised Semantic Segmentation    Kehan Li, Zhennan Wang, Zesen Cheng, Runyi Yu, Yian Zhao, Guoli Song, Li Yuan, Jie Chen arXiv_CV arXiv_CV  Transformer  Segmentation  Unsupervised  Semantic_Segmentation  Self-Supervised  Pose  Classification  Relation  Prediction  PDF
• 2022-10-11 APSNet: Attention Based Point Cloud Sampling    Yang Ye, Xiulong Yang, Shihao Ji arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Knowledge  Self-Supervised  Pose  Classification  Attention  PDF
• 2022-10-11 Motion Aware Self-Supervision for Generic Event Boundary Detection    Ayush K. Rai, Tarun Krishna, Julia Dietlmeier, Kevin McGuinness, Alan F. Smeaton, Noel E. O'Connor arXiv_AI arXiv_AI  Self-Supervised  Pose  Boundary_Detection  Detection  PDF
• 2022-10-11 OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions    Chengkun Wang, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu arXiv_AI arXiv_AI  Transformer  Segmentation  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Object_Detection  CNN  Image_Classification  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 Frequency-Aware Self-Supervised Monocular Depth Estimation    Xingyu Chen, Thomas H. Li, Ruonan Zhang, Ge Li arXiv_AI arXiv_AI  Self-Supervised  Pose  Inference  PDF
• 2022-10-11 FreGAN: Exploiting Frequency Components for Training GANs under Limited Data    Mengping Yang, Zhe Wang, Ziqiu Chi, Yanbing Zhang arXiv_CV arXiv_CV  Regularization  Self-Supervised  Pose  Attention  GAN  PDF
• 2022-10-11 Deep Spectro-temporal Artifacts for Detecting Synthesized Speech    Xiaohui Liu, Meng Liu, Lin Zhang, Linjuan Zhang, Chang Zeng, Kai Li, Nan Li, Kong Aik Lee, Longbiao Wang, Jianwu Dang arXiv_SD arXiv_SD  Embedding  Speech  Self-Supervised  Pose  Detection  PDF
• 2022-10-11 Self-supervised debiasing using low rank regularization    Geon Yeong Park, Chanyong Jung, Jong Chul Ye, Sang Wan Lee arXiv_AI arXiv_AI  Regularization  Self-Supervised  Pose  Relation  PDF
• 2022-10-11 Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition    Alessandro Conti, Paolo Rota, Yiming Wang, Elisa Ricci arXiv_AI arXiv_AI  Unsupervised  Recognition  Self-Supervised  Pose  Emotion  Face  PDF
• 2022-10-11 It Takes Two: Masked Appearance-Motion Modeling for Self-supervised Video Transformer Pre-training    Yuxin Song, Min Yang, Wenhao Wu, Dongliang He, Fu Li, Jingdong Wang arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Action  Relation  GAN  Prediction  PDF
• 2022-10-11 CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking    Haoning Zhang, Junwei Bao, Haipeng Sun, Huaishao Luo, Wenye Li, Shuguang Cui arXiv_CL arXiv_CL  Tracking  Knowledge  Self-Supervised  Pose  Few-Shot  Summarization  PDF
• 2022-10-11 Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification    Jiashu Xu, Sergii Stirenko arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Classification  Deep_Learning  Medical  PDF
• 2022-10-10 Label-free segmentation from cardiac ultrasound using self-supervised learning    Danielle L. Ferreira, Zaynaf Salaymang, Rima Arnaout arXiv_AI arXiv_AI  Segmentation  Unsupervised  Knowledge  Self-Supervised  Deep_Learning  Relation  PDF
• 2022-10-10 Learning Real-world Autonomous Navigation by Self-Supervised Environment Synthesis    Zifan Xu, Anirudh Nair, Xuesu Xiao, Peter Stone arXiv_RO arXiv_RO  Self-Supervised  Autonomous  PDF
• 2022-10-10 Visual Prompt Tuning for Test-time Domain Adaptation    Yunhe Gao, Xingjian Shi, Yi Zhu, Hao Wang, Zhiqiang Tang, Xiong Zhou, Mu Li, Dimitris N. Metaxas arXiv_CV arXiv_CV  Transformer  Regularization  Self-Supervised  Pose  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 Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts    Cicero Nogueira dos Santos, Zhe Dong, Daniel Cer, John Nham, Siamak Shakeri, Jianmo Ni, Yun-hsuan Sung arXiv_AI arXiv_AI  Knowledge  Self-Supervised  Pose  Quantitative  Language_Model  PDF
• 2022-10-10 Exploiting map information for self-supervised learning in motion forecasting    Caio Azevedo, Thomas Gilles, Stefano Sabatini, Dzmitry Tsishkou arXiv_CV arXiv_CV  Self-Supervised  Action  Prediction  PDF
• 2022-10-10 Denoising Masked AutoEncoders are Certifiable Robust Vision Learners    Quanlin Wu, Hang Ye, Yuntian Gu, Huishuai Zhang, Liwei Wang, Di He arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Classification  Denoising  PDF
• 2022-10-10 Exploring Efficient-tuning Methods in Self-supervised Speech Models    Zih-Ching Chen, Chin-Lun Fu, Chih-Ying Liu, Shang-Wen Li, Hung-yi Lee arXiv_SD arXiv_SD  Speech  Self-Supervised  PDF
• 2022-10-10 Self-Supervised 3D Human Pose Estimation in Static Video Via Neural Rendering    Luca Schmidtke, Benjamin Hou, Athanasios Vlontzos, Bernhard Kainz arXiv_AI arXiv_AI  Surveillance  Reconstruction  3D  Pose_Estimation  Self-Supervised  Pose  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 OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds    Ziyang Song, Bo Yang arXiv_AI arXiv_AI  Segmentation  Unsupervised  Point_Cloud  3D  Self-Supervised  Pose  PDF
• 2022-10-10 Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data    Qianbi Yu, Dongnan Liu, Chaoyi Zhang, Xinwen Zhang, Weidong Cai arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Pose  Deep_Learning  PDF
• 2022-10-09 ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward    Zixian Ma, Rose Wang, Li Fei-Fei, Michael Bernstein, Ranjay Krishna arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Sparse  Self-Supervised  Pose  GAN  PDF
• 2022-10-09 Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images    Yu Cai, Hao Chen, Xin Yang, Yu Zhou, Kwang-Ting Cheng arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Detection  GAN  Medical  PDF
• 2022-10-09 Grow and Merge: A Unified Framework for Continuous Categories Discovery    Xinwei Zhang, Jianwen Jiang, Yutong Feng, Zhi-Fan Wu, Xibin Zhao, Hai Wan, Mingqian Tang, Rong Jin, Yue Gao arXiv_CV arXiv_CV  Self-Supervised  Pose  Face  Classification  PDF
• 2022-10-09 Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders    Haosen Yang, Deng Huang, Bin Wen, Jiannan Wu, Hongxun Yao, Yi Jiang, Xiatian Zhu, Zehuan Yuan arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  PDF
• 2022-10-09 Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment    Siyu Lai, Zhen Yang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou arXiv_CL arXiv_CL  Embedding  Self-Supervised  Pose  Action  Attention  Language_Model  PDF
• 2022-10-08 CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning    Chutong Meng, Junyi Ao, Tom Ko, Mingxuan Wang, Haizhou Li arXiv_SD arXiv_SD  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Face  PDF
• 2022-10-08 Detaching and Boosting: Dual Engine for Scale-Invariant Self-Supervised Monocular Depth Estimation    Peizhe Jiang, Wei Yang, Xiaoqing Ye, Xiao Tan, Meng Wu arXiv_CV arXiv_CV  Self-Supervised  Pose  Attention  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 Self-Supervised Deep Equilibrium Models for Inverse Problems with Theoretical Guarantees    Weijie Gan, Chunwei Ying, Parna Eshraghi, Tongyao Wang, Cihat Eldeniz, Yuyang Hu, Jiaming Liu, Yasheng Chen, Hongyu An, Ulugbek S. Kamilov arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  PDF
• 2022-10-07 Is margin all you need? An extensive empirical study of active learning on tabular data    Dara Bahri, Heinrich Jiang, Tal Schuster, Afshin Rostamizadeh arXiv_AI arXiv_AI  Transformer  Self-Supervised  Classification  PDF
• 2022-10-07 SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models    Omiros Pantazis, Gabriel Brostow, Kate Jones, Oisin Mac Aodha arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Classification  Image_Classification  Language_Model  PDF
• 2022-10-07 Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation    Wenjing Wang, Zhengbo Xu, Haofeng Huang, Jiaying Liu arXiv_CV arXiv_CV  Unsupervised  Enhancement  Recognition  Self-Supervised  Pose  Action_Recognition  Action  Classification  Detection  Optical_Flow  PDF
• 2022-10-07 Learning High Speed Precision Table Tennis on a Physical Robot    Tianli Ding, Laura Graesser, Saminda Abeyruwan, David B. D'Ambrosio, Anish Shankar, Pierre Sermanet, Pannag R. Sanketi, Corey Lynch arXiv_RO arXiv_RO  Reinforcement_Learning  Self-Supervised  Pose  Autonomous  PDF
• 2022-10-07 An Investigation into Whitening Loss for Self-supervised Learning    Xi Weng, Lei Huang, Lei Zhao, Rao Muhammad Anwer, Salman Khan, Fahad Shahbaz Khan arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  Classification  Detection  Object_Detection  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 A Simple Plugin for Transforming Images to Arbitrary Scales    Qinye Zhou, Ziyi Li, Weidi Xie, Xiaoyun Zhang, Ya Zhang, Yanfeng Wang arXiv_CV arXiv_CV  Transformer  Super_Resolution  Self-Supervised  Pose  Attention  PDF
• 2022-10-07 Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition    Bulat Khaertdinov, Stylianos Asteriadis arXiv_AI arXiv_AI  Recognition  Self-Supervised  Pose  Activity  PDF
• 2022-10-07 Pre-trained Adversarial Perturbations    Yuanhao Ban, Yinpeng Dong arXiv_AI arXiv_AI  Transformer  Knowledge  Adversarial  Self-Supervised  Pose  Deep_Learning  Attention  PDF
• 2022-10-07 GOLLIC: Learning Global Context beyond Patches for Lossless High-Resolution Image Compression    Yuan Lan, Liang Qin, Zhaoyi Sun, Yang Xiang, Jie Sun arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Image_Compression  PDF
• 2022-10-07 Scalable Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal Computer Vision    Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey arXiv_AI arXiv_AI  Segmentation  Embedding  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Face  Quantitative  CNN  PDF
• 2022-10-06 Critical Learning Periods for Multisensory Integration in Deep Networks    Michael Kleinman, Alessandro Achille, Stefano Soatto arXiv_AI arXiv_AI  Reconstruction  Self-Supervised  Pose  PDF
• 2022-10-06 Self-Supervised Monocular Depth Underwater    Shlomi Amitai, Itzik Klein, Tali Treibitz arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  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 SimPer: Simple Self-Supervised Learning of Periodic Targets    Yuzhe Yang, Xin Liu, Jiang Wu, Silviu Borac, Dina Katabi, Ming-Zher Poh, Daniel McDuff arXiv_AI arXiv_AI  Self-Supervised  Relation  PDF
• 2022-10-06 Real-World Robot Learning with Masked Visual Pre-training    Ilija Radosavovic, Tete Xiao, Stephen James, Pieter Abbeel, Jitendra Malik, Trevor Darrell arXiv_CV arXiv_CV  Transformer  Self-Supervised  PDF
• 2022-10-06 Effective Self-supervised Pre-training on Low-compute networks without Distillation    Fuwen Tan, Fatemeh Saleh, Brais Martinez arXiv_CV arXiv_CV  Transformer  Segmentation  Regularization  Knowledge  Self-Supervised  Detection  Object_Detection  Attention  Matching  PDF
• 2022-10-05 Exploration of A Self-Supervised Speech Model: A Study on Emotional Corpora    Yuanchao Li, Yumnah Mohamied, Peter Bell, Catherine Lai arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Emotion  Quantitative  PDF
• 2022-10-05 CCC-wav2vec 2.0: Clustering aided Cross Contrastive Self-supervised learning of speech representations    Vasista Sai Lodagala, Sreyan Ghosh, S. Umesh arXiv_CL arXiv_CL  Transformer  Speech  Self-Supervised  Pose  Language_Model  PDF
• 2022-10-05 Image Masking for Robust Self-Supervised Monocular Depth Estimation    Hemang Chawla, Kishaan Jeeveswaran, Elahe Arani, Bahram Zonooz arXiv_CV arXiv_CV  Transformer  3D  Salient  Adversarial  Self-Supervised  Pose  Autonomous  PDF
• 2022-10-05 Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning    Jason P. Lim, Stefano B. Blumberg, Neil Narayan, Sean C. Epstein, Daniel C. Alexander, Marco Palombo, Paddy J. Slator arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2022-10-05 Granularity-aware Adaptation for Image Retrieval over Multiple Tasks    Jon Almazán, Byungsoo Ko, Geonmo Gu, Diane Larlus, Yannis Kalantidis arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Image_Retrieval  Self-Supervised  Pose  Attention  PDF
• 2022-10-05 RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank    Quentin Garrido (LIGM), Randall Balestriero, Laurent Najman (LIGM), Yann Lecun (CIMS) arXiv_AI arXiv_AI  Reconstruction  Embedding  Self-Supervised  PDF
• 2022-10-05 Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders    Youngwan Lee, Jeffrey Willette, Jonghee Kim, Juho Lee, Sung Ju Hwang arXiv_CV arXiv_CV  Transformer  Reconstruction  Segmentation  Self-Supervised  Pose  Action  Classification  Detection  Object_Detection  PDF
• 2022-10-04 Dfferentiable Raycasting for Self-supervised Occupancy Forecasting    Tarasha Khurana, Peiyun Hu, Achal Dave, Jason ZIglar, David Held, Deva Ramanan arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Quantitative  Autonomous  Prediction  PDF
• 2022-10-04 Grounding Language with Visual Affordances over Unstructured Data    Oier Mees, Jessica Borja-Diaz, Wolfram Burgard arXiv_AI arXiv_AI  Self-Supervised  Pose  Few-Shot  Language_Model  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 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 MBW: Multi-view Bootstrapping in the Wild    Mosam Dabhi, Chaoyang Wang, Tim Clifford, Laszlo Attila Jeni, Ian R. Fasel, Simon Lucey arXiv_AI arXiv_AI  Reconstruction  3D  Self-Supervised  Detection  Object_Detection  PDF
• 2022-10-04 Anatomically constrained CT image translation for heterogeneous blood vessel segmentation    Giammarco La Barbera, Haithem Boussaid, Francesco Maso, Sabine Sarnacki, Laurence Rouet, Pietro Gori, Isabelle Bloch arXiv_CV arXiv_CV  Segmentation  3D  Self-Supervised  Quantitative  Attention  GAN  PDF
• 2022-10-04 Improving Label-Deficient Keyword Spotting Using Self-Supervised Pretraining    Holger Severin Bovbjerg (1), Zheng-Hua Tan (1) ((1) Aalborg University) arXiv_SD arXiv_SD  Transformer  Speech  Self-Supervised  PDF
• 2022-10-04 Predictive Event Segmentation and Representation with Neural Networks: A Self-Supervised Model Assessed by Psychological Experiments    Hamit Basgol, Inci Ayhan, Emre Ugur arXiv_AI arXiv_AI  Segmentation  Self-Supervised  Relation  Prediction  PDF
• 2022-10-04 PlaneDepth: Plane-Based Self-Supervised Monocular Depth Estimation    Ruoyu Wang, Zehao Yu, Shenghua Gao arXiv_CV arXiv_CV  Optimization  Self-Supervised  Classification  Relation  PDF
• 2022-10-04 VICRegL: Self-Supervised Learning of Local Visual Features    Adrien Bardes, Jean Ponce, Yann LeCun arXiv_AI arXiv_AI  Image_Caption  Segmentation  Self-Supervised  Pose  Classification  Detection  CNN  PDF
• 2022-10-04 Extraneousness-Aware Imitation Learning    Ray Chen Zheng, Kaizhe Hu, Zhecheng Yuan, Boyuan Chen, Huazhe Xu arXiv_AI arXiv_AI  Embedding  Self-Supervised  Pose  Action  PDF
• 2022-10-04 Safely Learning Visuo-Tactile Feedback Policies in Real For Industrial Insertion    Letian Fu, Huang Huang, Lars Berscheid, Hui Li, Ken Goldberg, Sachin Chitta arXiv_RO arXiv_RO  Pose_Estimation  Self-Supervised  Pose  PDF
• 2022-10-04 MTSMAE: Masked Autoencoders for Multivariate Time-Series Forecasting    Peiwang Tang, Xianchao Zhang arXiv_AI arXiv_AI  Transformer  Embedding  Self-Supervised  Pose  PDF
• 2022-10-03 That Sounds Right: Auditory Self-Supervision for Dynamic Robot Manipulation    Abitha Thankaraj, Lerrel Pinto arXiv_SD arXiv_SD  Self-Supervised  Pose  Action  Prediction  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
• 2022-10-03 Attention Distillation: self-supervised vision transformer students need more guidance    Kai Wang, Fei Yang, Joost van de Weijer arXiv_CV arXiv_CV  Transformer  Knowledge  Self-Supervised  Attention  PDF
• 2022-10-03 Fill in Fabrics: Body-Aware Self-Supervised Inpainting for Image-Based Virtual Try-On    H. Zunair, Y. Gobeil, S. Mercier, A. Ben Hamza arXiv_CV arXiv_CV  Inpainting  Adversarial  Self-Supervised  Pose  PDF
• 2022-10-02 Pixel-global Self-supervised Learning with Uncertainty-aware Context Stabilizer    Zhuangzhuang Zhang, Weixiong Zhang arXiv_AI arXiv_AI  Self-Supervised  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 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
• 2022-10-02 Self-Supervised Monocular Depth Estimation: Solving the Edge-Fattening Problem    Xingyu Chen, Ruonan Zhang, Ji Jiang, Yan Wang, Ge Li, Thomas H. Li arXiv_AI arXiv_AI  Self-Supervised  Inference  PDF
• 2022-10-01 MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation    Kshitij Gupta arXiv_CL arXiv_CL  Transformer  Zero-Shot  Self-Supervised  Language_Model  PDF
• 2022-10-01 Motion-inductive Self-supervised Object Discovery in Videos    Shuangrui Ding, Weidi Xie, Yabo Chen, Rui Qian, Xiaopeng Zhang, Hongkai Xiong, Qi Tian arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Pose  Optical_Flow  PDF
• 2022-10-01 Ten Years after ImageNet: A 360{deg} Perspective on AI    Sanjay Chawla, Preslav Nakov, Ahmed Ali, Wendy Hall, Issa Khalil, Xiaosong Ma, Husrev Taha Sencar, Ingmar Weber, Michael Wooldridge, Ting Yu arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  Deep_Learning  Attention  Autonomous  PDF
• 2022-10-01 Probabilistic Traversability Model for Risk-Aware Motion Planning in Off-Road Environments    Xiaoyi Cai, Michael Everett, Lakshay Sharma, Philip R. Osteen, Jonathan P. How arXiv_RO arXiv_RO  Self-Supervised  Pose  Action  PDF
• 2022-09-30 Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning    Thinh Phan, Duc Le, Patel Brijesh, Donald Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le arXiv_AI arXiv_AI  Knowledge  Self-Supervised  Pose  Classification  Prediction  PDF
• 2022-09-30 VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training    Yecheng Jason Ma, Shagun Sodhani, Dinesh Jayaraman, Osbert Bastani, Vikash Kumar, Amy Zhang arXiv_AI arXiv_AI  Transformer  Embedding  Reinforcement_Learning  Represenation_Learning  Self-Supervised  Pose  Action  Few-Shot  PDF
• 2022-09-30 Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods    Skanda Koppula, Yazhe Li, Evan Shelhamer, Andrew Jaegle, Nikhil Parthasarathy, Relja Arandjelovic, João Carreira, Olivier Hénaff arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Self-Supervised  Attention  PDF
• 2022-09-30 Match to Win: Analysing Sequences Lengths for Efficient Self-supervised Learning in Speech and Audio    Yan Gao, Javier Fernandez-Marques, Titouan Parcollet, Pedro P. B. de Gusmao, Nicholas D. Lane arXiv_SD arXiv_SD  Transformer  Speech  Self-Supervised  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 On The Robustness of Self-Supervised Representations for Spoken Language Modeling    Itai Gat, Felix Kreuk, Ann Lee, Jade Copet, Gabriel Synnaeve, Emmanuel Dupoux, Yossi Adi arXiv_CL arXiv_CL  Speech  Self-Supervised  Pose  Language_Model  PDF
• 2022-09-30 DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior    Tomas Chobola, Anton Theileis, Jan Taucher, Tingying Peng arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  Sparse  Regularization  Self-Supervised  Pose  Action  Quantitative  Deep_Learning  CNN  PDF
• 2022-09-30 Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision    Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Summarization  Medical  Matching  PDF
• 2022-09-30 Minimalistic Unsupervised Learning with the Sparse Manifold Transform    Yubei Chen, Zeyu Yun, Yi Ma, Bruno Olshausen, Yann LeCun arXiv_CV arXiv_CV  Embedding  Unsupervised  Sparse  Self-Supervised  Pose  PDF
• 2022-09-30 An empirical study of weakly supervised audio tagging embeddings for general audio representations    Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang arXiv_SD arXiv_SD  Embedding  Transfer_Learning  Recognition  Weakly_Supervised  Speech  Self-Supervised  Emotion  Classification  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 Joint Embedding Self-Supervised Learning in the Kernel Regime    Bobak T. Kiani, Randall Balestriero, Yubei Chen, Seth Lloyd, Yann LeCun arXiv_AI arXiv_AI  Embedding  Self-Supervised  Relation  PDF
• 2022-09-29 Bridging the Gap to Real-World Object-Centric Learning    Maximilian Seitzer, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel, Tong He, Zheng Zhang, Bernhard Schölkopf, Thomas Brox, Francesco Locatello arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Action  PDF
• 2022-09-29 Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis    Shivam Sharma, Mohd Khizir Siddiqui, Md. Shad Akhtar, Tanmoy Chakraborty arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Speech  Self-Supervised  Pose  Emotion  PDF
• 2022-09-29 Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation    Boah Kim, Yujin Oh, Jong Chul Ye arXiv_CV arXiv_CV  Segmentation  Unsupervised  Represenation_Learning  Adversarial  Self-Supervised  Pose  Denoising  Medical  PDF
• 2022-09-29 NAF: Neural Attenuation Fields for Sparse-View CBCT Reconstruction    Ruyi Zha, Yanhao Zhang, Hongdong Li arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Self-Supervised  Pose  GAN  PDF
• 2022-09-28 Efficient Medical Image Assessment via Self-supervised Learning    Chun-Yin Huang, Qi Lei, Xiaoxiao Li arXiv_AI arXiv_AI  Embedding  Self-Supervised  Pose  Action  Deep_Learning  Medical  PDF
• 2022-09-28 Masked Multi-Step Multivariate Time Series Forecasting with Future Information    Yiwei Fu, Honggang Wang, Nurali Virani arXiv_AI arXiv_AI  Self-Supervised  Pose  Inference  Prediction  PDF
• 2022-09-28 Feature Decoupling in Self-supervised Representation Learning for Open Set Recognition    Jingyun Jia, Philip K. Chan arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2022-09-28 Audio Barlow Twins: Self-Supervised Audio Representation Learning    Jonah Anton, Harry Coppock, Pancham Shukla, Bjorn W.Schuller arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  PDF
• 2022-09-28 Speech Enhancement Using Self-Supervised Pre-Trained Model and Vector Quantization    Xiao-Ying Zhao, Qiu-Shi Zhu, Jie Zhang arXiv_SD arXiv_SD  Transformer  Quantization  Enhancement  Speech  Self-Supervised  Deep_Learning  Denoising  Attention  PDF
• 2022-09-28 Non-contrastive approaches to similarity learning: positive examples are all you need    Alexander Marusov, Valerii Baianov, Alexey Zaytsev arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Matching  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
• 2022-09-27 Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors    Hao Dong, Xieyuanli Chen, Mihai Dusmanu, Viktor Larsson, Marc Pollefeys, Cyrill Stachniss arXiv_CV arXiv_CV  Unsupervised  Image_Retrieval  Self-Supervised  Matching  PDF
• 2022-09-27 Learning State-Aware Visual Representations from Audible Interactions    Himangi Mittal, Pedro Morgado, Unnat Jain, Abhinav Gupta arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Action_Recognition  Action  Classification  PDF
• 2022-09-27 3D Scene Flow Estimation on Pseudo-LiDAR: Bridging the Gap on Estimating Point Motion    Chaokang Jiang, Guangming Wang, Yanzi Miao, Hesheng Wang arXiv_AI arXiv_AI  Unsupervised  Point_Cloud  3D  Self-Supervised  Pose  Face  Autonomous  Optical_Flow  PDF
• 2022-09-26 Learning Self-Supervised Representations from Vision and Touch for Active Sliding Perception of Deformable Surfaces    Justin Kerr, Huang Huang, Albert Wilcox, Ryan Hoque, Jeffrey Ichnowski, Roberto Calandra, Ken Goldberg arXiv_RO arXiv_RO  Represenation_Learning  Self-Supervised  Pose  Face  Classification  Detection  Autonomous  PDF
• 2022-09-26 The Ability of Self-Supervised Speech Models for Audio Representations    Tung-Yu Wu, Chen-An Li, Tzu-Han Lin, Tsu-Yuan Hsu, Hung-Yi Lee arXiv_AI arXiv_AI  Embedding  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2022-09-26 Self-supervised Denoising via Low-rank Tensor Approximated Convolutional Neural Network    Chenyin Gao, Shu Yang, Anru R. Zhang arXiv_CV arXiv_CV  Unsupervised  3D  Self-Supervised  Pose  Denoising  CNN  PDF
• 2022-09-26 Taking a Respite from Representation Learning for Molecular Property Prediction    Jianyuan Deng, Zhibo Yang, Hehe Wang, Iwao Ojima, Dimitris Samaras, Fusheng Wang arXiv_AI arXiv_AI  Bert  Represenation_Learning  Self-Supervised  Activity  Prediction  PDF
• 2022-09-26 Investigating self-supervised learning for lyrics recognition    Xiangyu Zhang, Leibny Paola Garcia, Zhanhong He, Shuyue Stella Li, Roberto Togneri arXiv_SD arXiv_SD  Reconstruction  Recognition  Self-Supervised  Language_Model  Prediction  PDF
• 2022-09-26 Improving Image Clustering through Sample Ranking and Its Application to remote--sensing images    Qinglin Li, Guoping Qiu arXiv_AI arXiv_AI  Self-Supervised  Pose  PDF
• 2022-09-26 Self-Supervised Guided Segmentation Framework for Unsupervised Anomaly Detection    Peng Xing, Yanpeng Sun, Zechao Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Salient  Knowledge  Self-Supervised  Pose  Detection  PDF
• 2022-09-25 VAESim: A probabilistic approach for self-supervised prototype discovery    Matteo Ferrante, Tommaso Boccato, Simeon Spasov, Andrea Duggento, Nicola Toschi arXiv_CV arXiv_CV  Embedding  Unsupervised  Self-Supervised  Pose  Classification  Medical  PDF
• 2022-09-25 Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks    Chuyan Zhang, Yun Gu arXiv_CV arXiv_CV  Review  Self-Supervised  Deep_Learning  Medical  PDF
• 2022-09-25 Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection    Neelu Madan, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah arXiv_AI arXiv_AI  Transformer  Surveillance  Reconstruction  3D  Self-Supervised  Pose  Classification  Detection  Attention  Medical  CNN  PDF
• 2022-09-24 Self-supervised Learning for Unintentional Action Prediction    Olga Zatsarynna, Yazan Abu Farha, Juergen Gall arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Action  Classification  Prediction  PDF
• 2022-09-24 Controllable Face Manipulation and UV Map Generation by Self-supervised Learning    Yuanming Li, Jeong-gi Kwak, David Han, Hanseok Ko arXiv_CV arXiv_CV  Reconstruction