Papers citing 'Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination'

Title
CrossTransformers: spatially-aware few-shot transfer Carl Doersch Ankush Gupta Andrew Zisserman ViT 453 381 0 22 Jul 2020
Self-supervised Feature Learning via Exploiting Multi-modal Data for Retinal Disease Diagnosis Xiaomeng Li M. Jia Md Tauhidul Islam Lequan Yu Lei Xing 155 121 0 21 Jul 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas Guibas Or Litany 3DPC 562 736 0 21 Jul 2020
Joint Visual and Temporal Consistency for Unsupervised Domain Adaptive Person Re-Identification Jianing Li Shiliang Zhang 162 154 0 21 Jul 2020
Hierarchical Contrastive Motion Learning for Video Action Recognition Xitong Yang Xiaodong Yang Sifei Liu Deqing Sun L. Davis Jan Kautz SSL 210 15 0 20 Jul 2020
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without AnnotationEuropean Conference on Computer Vision (ECCV), 2020 Cheng Ouyang C. Biffi Chen Chen Turkay Kart Huaqi Qiu Daniel Rueckert 196 242 0 20 Jul 2020
Self-similarity Student for Partial Label Histopathology Image SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Hsien-Tzu Cheng Chun-Fu Yeh Po-Chen Kuo Andy Wei Keng-Chi Liu Mong-Chi Ko Kuan-Hua Chao Yu-Ching Peng Tyng-Luh Liu 179 20 0 19 Jul 2020
Mapping in a cycle: Sinkhorn regularized unsupervised learning for point cloud shapesEuropean Conference on Computer Vision (ECCV), 2020 Lei Yang Wenxi Liu Zhiming Cui Nenglun Chen Wenping Wang 3DPC 98 16 0 19 Jul 2020
MIXÉM: Unsupervised Image Classification using a Mixture of EmbeddingsAsian Conference on Computer Vision (ACCV), 2020 Ali Varamesh Tinne Tuytelaars VLM 122 4 0 18 Jul 2020
Learning from Extrinsic and Intrinsic Supervisions for Domain GeneralizationEuropean Conference on Computer Vision (ECCV), 2020 Shujun Wang Lequan Yu Caizi Li Chi-Wing Fu Pheng-Ann Heng OOD 208 219 0 18 Jul 2020
Improving Object Detection with Selective Self-supervised Self-trainingEuropean Conference on Computer Vision (ECCV), 2020 Yandong Li Di Huang Danfeng Qin Liqiang Wang Boqing Gong 245 68 0 17 Jul 2020
FeatMatch: Feature-Based Augmentation for Semi-Supervised LearningEuropean Conference on Computer Vision (ECCV), 2020 Chia-Wen Kuo Chih-Yao Ma Jia-Bin Huang Z. Kira 153 127 0 16 Jul 2020
Semi-Siamese Training for Shallow Face LearningEuropean Conference on Computer Vision (ECCV), 2020 Hang Du Hailin Shi Yuchi Liu Jun Wang Zhen Lei Dan Zeng Tao Mei CVBM 3DH 207 28 0 16 Jul 2020
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted InstancesNeural Information Processing Systems (NeurIPS), 2020 Jihoon Tack Sangwoo Mo Jongheon Jeong Jinwoo Shin OODD 293 672 0 16 Jul 2020
Adversarial Self-Supervised Learning for Semi-Supervised 3D Action RecognitionEuropean Conference on Computer Vision (ECCV), 2020 Chenyang Si Xuecheng Nie Wei Wang Liang Wang Tieniu Tan Jiashi Feng SSL 197 75 0 12 Jul 2020
Towards Cross-Granularity Few-Shot Learning: Coarse-to-Fine Pseudo-Labeling with Visual-Semantic Meta-EmbeddingACM Multimedia (ACM MM), 2020 Jinhai Yang Han Yang Lin Chen 126 20 0 11 Jul 2020
Contrastive Code Representation LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Paras Jain Ajay Jain Tianjun Zhang Pieter Abbeel Joseph E. Gonzalez Ion Stoica SSL DRL 291 167 0 09 Jul 2020
Self-Supervised Policy Adaptation during DeploymentInternational Conference on Learning Representations (ICLR), 2020 Nicklas Hansen Rishabh Jangir Yu Sun Guillem Alenyà Pieter Abbeel Alexei A. Efros Lerrel Pinto Xiaolong Wang 218 179 0 08 Jul 2020
Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer C. Abbet I. Zlobec Behzad Bozorgtabar Jean-Philippe Thiran OOD 160 58 0 07 Jul 2020
Progressive Cluster Purification for Unsupervised Feature Learning Yifei Zhang Chang-rui Liu Yu Zhou Wei Wang Weiping Wang QiXiang Ye 194 13 0 06 Jul 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 774 1,415 0 01 Jul 2020
A Survey on Self-supervised Pre-training for Sequential Transfer Learning in Neural Networks H. H. Mao BDL SSL 134 54 0 01 Jul 2020
Self-Supervised Learning of a Biologically-Inspired Visual Texture Model Nikhil Parthasarathy Eero P. Simoncelli 121 7 0 30 Jun 2020
Self-Supervised MultiModal Versatile Networks Jean-Baptiste Alayrac Adrià Recasens R. Schneider Relja Arandjelović Jason Ramapuram J. Fauw Lucas Smaira Sander Dieleman Andrew Zisserman SSL 365 394 0 29 Jun 2020
Unsupervised Learning of Video Representations via Dense Trajectory Clustering P. Tokmakov M. Hebert Cordelia Schmid SSL 103 22 0 28 Jun 2020
Video Representation Learning with Visual Tempo Consistency Ceyuan Yang Yinghao Xu Bo Dai Bolei Zhou 146 94 0 28 Jun 2020
Unsupervised Deep Representation Learning and Few-Shot Classification of PolSAR Images Lamei Zhang Siyu Zhang B. Zou Hongwei Dong SSL 115 0 0 27 Jun 2020
Domain Contrast for Domain Adaptive Object Detection Feng Liu Xiaosong Zhang Fang Wan Xiangyang Ji QiXiang Ye 118 40 0 26 Jun 2020
On Equivariant and Invariant Learning of Object Landmark Representations Zezhou Cheng Jong-Chyi Su Subhransu Maji SSL 200 7 0 26 Jun 2020
Parametric Instance Classification for Unsupervised Visual Feature Learning Yue Cao Zhenda Xie B. Liu Yutong Lin Zheng Zhang Han Hu VLM 136 62 0 25 Jun 2020
Space-Time Correspondence as a Contrastive Random Walk Allan Jabri Andrew Owens Alexei A. Efros SSL OT 276 329 0 25 Jun 2020
Labelling unlabelled videos from scratch with multi-modal self-supervisionNeural Information Processing Systems (NeurIPS), 2020 Yuki M. Asano Mandela Patrick Christian Rupprecht Andrea Vedaldi SSL 253 161 0 24 Jun 2020
Weak Supervision and Referring Attention for Temporal-Textual Association Learning Zhiyuan Fang Shu Kong Zhe Wang Charless C. Fowlkes Yezhou Yang 108 20 0 21 Jun 2020
Unsupervised Image Classification for Deep Representation Learning Weijie Chen Shiliang Pu Di Xie Shicai Yang Yilu Guo Luojun Lin SSL VLM 218 14 0 20 Jun 2020
Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations Mahmoud Assran Nicolas Ballas Lluis Castrejon Michael G. Rabbat SSL 109 3 0 18 Jun 2020
Online Deep Clustering for Unsupervised Representation Learning Xiaohang Zhan Jiahao Xie Ziwei Liu Yew-Soon Ong Chen Change Loy OOD 199 202 0 18 Jun 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 317 619 0 18 Jun 2020
Joint Contrastive Learning for Unsupervised Domain Adaptation Changhwa Park Jonghyun Lee Jaeyoon Yoo Minhoe Hur Sungroh Yoon 183 40 0 18 Jun 2020
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training J. Qiu Qibin Chen Yuxiao Dong Jing Zhang Hongxia Yang Ming Ding Kuansan Wang Jie Tang SSL 466 1,047 0 17 Jun 2020
Contrastive Learning for Weakly Supervised Phrase Grounding Tanmay Gupta Arash Vahdat Gal Chechik Xiaodong Yang Jan Kautz Derek Hoiem ObjD SSL 264 157 0 17 Jun 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.1K 4,608 0 17 Jun 2020
Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images Xiaocong Chen Lina Yao Tao Zhou Jinming Dong Yu Zhang 151 188 0 16 Jun 2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction Yaodong Yu Kwan Ho Ryan Chan Chong You Chaobing Song Yi-An Ma SSL 193 225 0 15 Jun 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 432 1,944 0 15 Jun 2020
Bootstrap your own latent: A new approach to self-supervised LearningNeural Information Processing Systems (NeurIPS), 2020 Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 1.1K 7,781 0 13 Jun 2020
DTG-Net: Differentiated Teachers Guided Self-Supervised Video Action Recognition Ziming Liu Guangyu Gao •. A. K. Qin Jinyang Li ViT 154 1 0 13 Jun 2020
Adversarial Self-Supervised Contrastive LearningNeural Information Processing Systems (NeurIPS), 2020 Minseon Kim Jihoon Tack Sung Ju Hwang SSL 205 273 0 13 Jun 2020
Deep Reinforcement and InfoMax LearningNeural Information Processing Systems (NeurIPS), 2020 Bogdan Mazoure Rémi Tachet des Combes T. Doan Philip Bachman R. Devon Hjelm AI4CE 278 112 0 12 Jun 2020
Video Understanding as Machine Translation Bruno Korbar Fabio Petroni Rohit Girdhar Lorenzo Torresani SSL 195 29 0 12 Jun 2020
Towards Robust Pattern Recognition: A ReviewProceedings of the IEEE (Proc. IEEE), 2020 Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 189 125 0 12 Jun 2020