Papers citing 'Self-Supervised Learning of Pretext-Invariant Representations'

Title
Unsupervised Learning of Dense Visual Representations Pedro H. O. Pinheiro Amjad Almahairi Ryan Y. Benmalek Florian Golemo Aaron Courville SSL MDE 249 210 0 11 Nov 2020
A Self-supervised Learning System for Object Detection in Videos Using Random Walks on Graphs Juntao Tan Changkyu Song Abdeslam Boularias SSL 161 2 0 10 Nov 2020
Towards Domain-Agnostic Contrastive Learning Vikas Verma Minh-Thang Luong Kenji Kawaguchi Hieu H. Pham Quoc V. Le SSL 243 128 0 09 Nov 2020
Intriguing Properties of Contrastive Losses Ting Chen Calvin Luo Lala Li 186 190 0 05 Nov 2020
Center-wise Local Image Mixture For Contrastive Representation Learning Hao Li Xiaopeng Zhang H. Xiong 168 8 0 05 Nov 2020
Learning Visual Representations for Transfer Learning by Suppressing Texture Shlok Kumar Mishra Anshul B. Shah Ankan Bansal Janit Anjaria Jonghyun Choi Abhinav Shrivastava Abhishek Sharma David Jacobs SSL 426 14 0 03 Nov 2020
Learning Representations from Audio-Visual Spatial Alignment Pedro Morgado Yi Li Nuno Vasconcelos SSL 153 138 0 03 Nov 2020
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuningInternational Conference on Learning Representations (ICLR), 2020 Beliz Gunel Jingfei Du Alexis Conneau Ves Stoyanov 361 565 0 03 Nov 2020
A Survey on Contrastive Self-supervised Learning Ashish Jaiswal Ashwin Ramesh Babu Mohammad Zaki Zadeh Debapriya Banerjee F. Makedon SSL 475 1,594 0 31 Oct 2020
Joint Masked CPC and CTC Training for ASRIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Chaitanya Talnikar Tatiana Likhomanenko R. Collobert Gabriel Synnaeve SSL 260 28 0 30 Oct 2020
Image Representations Learned With Unsupervised Pre-Training Contain Human-like BiasesConference on Fairness, Accountability and Transparency (FAccT), 2020 Ryan Steed Aylin Caliskan SSL 290 172 0 28 Oct 2020
CompRess: Self-Supervised Learning by Compressing RepresentationsNeural Information Processing Systems (NeurIPS), 2020 Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash SSL 231 97 0 28 Oct 2020
Quantifying Learnability and Describability of Visual Concepts Emerging in Representation LearningNeural Information Processing Systems (NeurIPS), 2020 Iro Laina Ruth C. Fong Andrea Vedaldi OCL 150 13 0 27 Oct 2020
HarperValleyBank: A Domain-Specific Spoken Dialog Corpus Mike Wu J. Nafziger A. Scodary Andrew L. Maas 143 18 0 26 Oct 2020
Robust Pre-Training by Adversarial Contrastive LearningNeural Information Processing Systems (NeurIPS), 2020 Ziyu Jiang Tianlong Chen Ting-Li Chen Zinan Lin 228 255 0 26 Oct 2020
Contrastive Learning with Adversarial Examples Chih-Hui Ho Nuno Vasconcelos SSL 167 158 0 22 Oct 2020
Self-supervised Co-training for Video Representation LearningNeural Information Processing Systems (NeurIPS), 2020 Tengda Han Weidi Xie Andrew Zisserman SSL 459 364 0 19 Oct 2020
i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning Kibok Lee Yian Zhu Kihyuk Sohn Chun-Liang Li Jinwoo Shin Honglak Lee SSL 187 26 0 17 Oct 2020
What Can You Learn from Your Muscles? Learning Visual Representation from Human InteractionsInternational Conference on Learning Representations (ICLR), 2020 Kiana Ehsani Daniel Gordon T. Nguyen Roozbeh Mottaghi Ali Farhadi 3DH SSL 181 3 0 16 Oct 2020
For self-supervised learning, Rationality implies generalization, provablyInternational Conference on Learning Representations (ICLR), 2020 Yamini Bansal Gal Kaplun Boaz Barak OOD SSL 225 23 0 16 Oct 2020
On the surprising similarities between supervised and self-supervised models Robert Geirhos Kantharaju Narayanappa Benjamin Mitzkus Matthias Bethge Felix Wichmann Wieland Brendel OOD SSL DRL 193 49 0 16 Oct 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Wanyun Cui Guangyu Zheng Wei Wang SSL 90 21 0 16 Oct 2020
Representation Learning via Invariant Causal Mechanisms Jovana Mitrović Brian McWilliams Jacob Walker Lars Buesing Charles Blundell CML OOD SSL 180 272 0 15 Oct 2020
Self-training for Few-shot Transfer Across Extreme Task Differences Cheng Perng Phoo B. Hariharan SSL 285 124 0 15 Oct 2020
Viewmaker Networks: Learning Views for Unsupervised Representation Learning Alex Tamkin Mike Wu Noah D. Goodman SSL 298 68 0 14 Oct 2020
Self-Supervised Ranking for Representation Learning Ali Varamesh Ali Diba Tinne Tuytelaars Luc Van Gool SSL AI4TS 170 10 0 14 Oct 2020
MoCo-CXR: MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models Hari Sowrirajan Jingbo Yang A. Ng Pranav Rajpurkar 266 93 0 11 Oct 2020
Contrastive Representation Learning: A Framework and ReviewIEEE Access (IEEE Access), 2020 Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 522 836 0 10 Oct 2020
Contrastive Learning with Hard Negative SamplesInternational Conference on Learning Representations (ICLR), 2020 Joshua Robinson Ching-Yao Chuang S. Sra Stefanie Jegelka SSL 494 910 0 09 Oct 2020
Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Colin Wei Kendrick Shen Yining Chen Tengyu Ma SSL 522 250 0 07 Oct 2020
A Self-supervised Approach for Semantic Indexing in the Context of COVID-19 Pandemic Nima Ebadi Peyman Najafirad OOD 117 2 0 07 Oct 2020
Unsupervised Representation Learning by InvariancePropagation Feng Wang Huaping Liu Di Guo F. Sun SSL 203 32 0 07 Oct 2020
Representation Learning for Sequence Data with Deep Autoencoding Predictive Components Junwen Bai Weiran Wang Yingbo Zhou Caiming Xiong SSL AI4TS 181 12 0 07 Oct 2020
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging G. Liang Connor Greenwell Yu Zhang Xiaoqin Wang Ramakanth Kavuluru Nathan Jacobs 388 26 0 06 Oct 2020
Support-set bottlenecks for video-text representation learning Mandela Patrick Po-Yao (Bernie) Huang Yuki M. Asano Florian Metze Alexander G. Hauptmann João Henriques Andrea Vedaldi 262 260 0 06 Oct 2020
Representation learning from videos in-the-wild: An object-centric approach Rob Romijnders Aravindh Mahendran Michael Tschannen Josip Djolonga Marvin Ritter N. Houlsby Mario Lucic OCL SSL 221 8 0 06 Oct 2020
CO2: Consistent Contrast for Unsupervised Visual Representation LearningInternational Conference on Learning Representations (ICLR), 2020 Chen Wei Huiyu Wang Wei Shen Alan Yuille SSL 179 73 0 05 Oct 2020
A Simple Framework for Uncertainty in Contrastive Learning Mike Wu Noah D. Goodman UQCV 241 19 0 05 Oct 2020
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsInternational Conference on Learning Representations (ICLR), 2020 Mike Wu Milan Mossé Chengxu Zhuang Daniel L. K. Yamins Noah D. Goodman SSL 198 86 0 05 Oct 2020
EqCo: Equivalent Rules for Self-supervised Contrastive Learning Benjin Zhu Junqiang Huang Zeming Li Xiangyu Zhang Jian Sun SSL 239 13 0 05 Oct 2020
Hard Negative Mixing for Contrastive LearningNeural Information Processing Systems (NeurIPS), 2020 Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 487 713 0 02 Oct 2020
Implicit Rank-Minimizing AutoencoderNeural Information Processing Systems (NeurIPS), 2020 Li Jing Jure Zbontar Yann LeCun SSL DRL 172 53 0 01 Oct 2020
Understanding Self-supervised Learning with Dual Deep Networks Yuandong Tian Lantao Yu Xinlei Chen Surya Ganguli SSL 458 86 0 01 Oct 2020
Joint Contrastive Learning with Infinite Possibilities Qi Cai Yu Wang Yingwei Pan Ting Yao Tao Mei VLM 191 65 0 30 Sep 2020
CoKe: Localized Contrastive Learning for Robust Keypoint Detection Yutong Bai Angtian Wang Adam Kortylewski Alan Yuille 161 18 0 29 Sep 2020
G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling Souradip Chakraborty A. R. Gosthipaty Sayak Paul SSL 92 22 0 25 Sep 2020
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric LearningInternational Conference on Machine Learning (ICML), 2020 Karsten Roth Timo Milbich Bjorn Ommer Joseph Paul Cohen Marzyeh Ghassemi FedML 315 16 0 17 Sep 2020
A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-IdentificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Haocong Rao Siqi Wang Xiping Hu Zhuliang Yu Yi Guo Jun Cheng Xinwang Liu Bin Hu 3DH 291 77 0 05 Sep 2020
Class Interference RegularizationBritish Machine Vision Conference (BMVC), 2020 Bharti Munjal S. Amin Fabio Galasso 159 0 0 04 Sep 2020
Delving into Inter-Image Invariance for Unsupervised Visual RepresentationsInternational Journal of Computer Vision (IJCV), 2020 Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL VLM 203 62 0 26 Aug 2020