Title
SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision Chaoyang He Zhengyu Yang Erum Mushtaq Sunwoo Lee Mahdi Soltanolkotabi A. Avestimehr FedML 98 36 0 06 Oct 2021
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation Devavrat Tomar Behzad Bozorgtabar M. Lortkipanidze Guillaume Vray Mohammad Saeed Rad Jean-Philippe Thiran 33 19 0 05 Oct 2021
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework Tengteng Huang Yifan Sun Xun Wang Haotian Yao Chi Zhang 20 3 0 04 Oct 2021
Implicit and Explicit Attention for Zero-Shot Learning Faisal Alamri Anjan Dutta 90 7 0 02 Oct 2021
Stochastic Contrastive Learning Jason Ramapuram Dan Busbridge Xavier Suau Russ Webb BDL SSL 44 3 0 01 Oct 2021
Evaluating the fairness of fine-tuning strategies in self-supervised learning Jason Ramapuram Dan Busbridge Russ Webb 29 6 0 01 Oct 2021
Do Self-Supervised and Supervised Methods Learn Similar Visual Representations? Tom George Grigg Dan Busbridge Jason Ramapuram Russ Webb SSL DRL 27 27 0 01 Oct 2021
Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning Chunxi Yang Thanh Hai Phung Hong-Han Shuai Wen-Huang Cheng CVBM 34 14 0 01 Oct 2021
DualNet: Continual Learning, Fast and Slow Quang Pham Chenghao Liu Guosheng Lin CLL 77 44 0 01 Oct 2021
SpliceOut: A Simple and Efficient Audio Augmentation Method Arjit Jain Pranay Reddy Samala Deepak Mittal Preethi Jyothi M. Singh 35 10 0 30 Sep 2021
CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation Tianlin Li Jingen Liu Tao Mei Jiebo Luo 24 7 0 30 Sep 2021
Motion-aware Contrastive Video Representation Learning via Foreground-background Merging Shuangrui Ding Maomao Li Tianyu Yang Rui Qian Haohang Xu Qingyi Chen Jue Wang Hongkai Xiong SSL 32 49 0 30 Sep 2021
Biologically Plausible Training Mechanisms for Self-Supervised Learning in Deep Networks Mufeng Tang Yibo Yang Y. Amit SSL 18 7 0 30 Sep 2021
Prune Your Model Before Distill It Jinhyuk Park Albert No VLM 54 27 0 30 Sep 2021
CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations Mohammadreza Zolfaghari Yi Zhu Peter V. Gehler Thomas Brox 137 127 0 30 Sep 2021
Cross-domain Semi-Supervised Audio Event Classification Using Contrastive Regularization Donmoon Lee Kyogu Lee 25 3 0 29 Sep 2021
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 180 196 0 29 Sep 2021
Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id De Cheng Jingyu Zhou N. Wang Xinbo Gao 42 59 0 29 Sep 2021
Towards Communication-Efficient and Privacy-Preserving Federated Representation Learning Haizhou Shi Youcai Zhang Zijin Shen Siliang Tang Yaqian Li Yandong Guo Yueting Zhuang 24 6 0 29 Sep 2021
The JHU submission to VoxSRC-21: Track 3 Jejin Cho Jesus Villalba Najim Dehak 16 21 0 28 Sep 2021
PASS: An ImageNet replacement for self-supervised pretraining without humans Yuki M. Asano Christian Rupprecht Andrew Zisserman Andrea Vedaldi VLM SSL 28 57 0 27 Sep 2021
Compressive Visual Representations Kuang-Huei Lee Anurag Arnab S. Guadarrama John F. Canny Ian S. Fischer SSL 65 48 0 27 Sep 2021
Cluster Analysis with Deep Embeddings and Contrastive Learning Ramakrishnan Sundareswaran Jansel Herrera-Gerena John Just Ali Janessari SSL DRL 35 4 0 26 Sep 2021
Multi-source Few-shot Domain Adaptation Xiangyu Yue Zangwei Zheng Colorado Reed Hari Prasanna Das Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 35 12 0 25 Sep 2021
Dense Contrastive Visual-Linguistic Pretraining Lei Shi Kai Shuang Shijie Geng Peng Gao Zuohui Fu Gerard de Melo Yunpeng Chen Sen Su VLM SSL 57 10 0 24 Sep 2021
Long Short View Feature Decomposition via Contrastive Video Representation Learning Nadine Behrmann Mohsen Fayyaz Juergen Gall M. Noroozi 18 36 0 23 Sep 2021
How much human-like visual experience do current self-supervised learning algorithms need in order to achieve human-level object recognition? Emin Orhan OOD 56 4 0 23 Sep 2021
Learning Contrastive Representation for Semantic Correspondence Taihong Xiao Sifei Liu Shalini De Mello Zhiding Yu Jan Kautz Ming-Hsuan Yang SSL 90 15 0 22 Sep 2021
Contrastive Learning for Fair Representations Aili Shen Xudong Han Trevor Cohn Timothy Baldwin Lea Frermann FaML 42 32 0 22 Sep 2021
Homography augumented momentum constrastive learning for SAR image retrieval Seonho Park M. Rysz Kathleen M. Dipple P. Pardalos 33 1 0 21 Sep 2021
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Yihang Yin Qingzhong Wang Siyu Huang Haoyi Xiong Xiang Zhang 56 145 0 21 Sep 2021
DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers Changlin Li Guangrun Wang Bing Wang Xiaodan Liang Zhihui Li Xiaojun Chang 37 9 0 21 Sep 2021
Predicting Visual Improvement after Macular Hole Surgery: a Cautionary Tale on Deep Learning with Very Limited Data Mathieu Godbout Université Laval F. Antaki A. Dirani Audrey Durand MedIm 9 1 0 20 Sep 2021
Socially Supervised Representation Learning: the Role of Subjectivity in Learning Efficient Representations Julius Taylor Eleni Nisioti Clément Moulin-Frier 19 0 0 20 Sep 2021
A Study of the Generalizability of Self-Supervised Representations Atharva Tendle Mohammad Rashedul Hasan 81 27 0 19 Sep 2021
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals Xiang Lan Dianwen Ng linda Qiao Mengling Feng OOD 56 51 0 18 Sep 2021
Self-supervised learning methods and applications in medical imaging analysis: A survey Saeed Shurrab R. Duwairi OOD 42 178 0 17 Sep 2021
POAR: Efficient Policy Optimization via Online Abstract State Representation Learning Zhaorun Chen Siqi Fan Yuan Tan Liang Gong Binhao Chen Te Sun David Filliat Natalia Díaz Rodríguez Chengliang Liu OffRL 38 0 0 17 Sep 2021
Pointly-supervised 3D Scene Parsing with Viewpoint Bottleneck Liyi Luo Beiwen Tian Hao Zhao Guyue Zhou 3DPC 26 9 0 17 Sep 2021
Dense Semantic Contrast for Self-Supervised Visual Representation Learning Xiaoni Li Yu Zhou Yifei Zhang Aoting Zhang Wei Wang Ning Jiang Haiying Wu Weiping Wang SSL 24 40 0 16 Sep 2021
Deep Bregman Divergence for Contrastive Learning of Visual Representations Mina Rezaei Farzin Soleymani B. Bischl Shekoofeh Azizi SSL 55 16 0 15 Sep 2021
Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection N. Islam S. Gehlot Zongwei Zhou Michael B. Gotway Jianming Liang OOD 88 11 0 15 Sep 2021
Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition Felix Wu Kwangyoun Kim Jing Pan Kyu Jeong Han Kilian Q. Weinberger Yoav Artzi 27 71 0 14 Sep 2021
Learning to Navigate Intersections with Unsupervised Driver Trait Inference Shuijing Liu Peixin Chang Haonan Chen Neeloy Chakraborty Katherine Driggs-Campbell SSL DRL 47 13 0 14 Sep 2021
Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers C. Saillard Olivier Dehaene Tanguy Marchand O. Moindrot A. Kamoun B. Schmauch S. Jégou 43 39 0 13 Sep 2021
Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories Fait Poms Vishnu Sarukkai Ravi Teja Mullapudi N. Sohoni W. Mark Deva Ramanan Kayvon Fatahalian 13 9 0 13 Sep 2021
Online Unsupervised Learning of Visual Representations and Categories Mengye Ren Tyler R. Scott Michael L. Iuzzolino Michael C. Mozer R. Zemel OCL SSL 40 4 0 13 Sep 2021
SphereFace Revived: Unifying Hyperspherical Face Recognition Weiyang Liu Yandong Wen Bhiksha Raj Rita Singh Adrian Weller 3DH CVBM 44 39 0 12 Sep 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models T. Klein Moin Nabi ReLM LRM 35 8 0 10 Sep 2021
TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation R. Gong Martin Danelljan Dengxin Dai D. Paudel Ajad Chhatkuli Feng Yu Luc Van Gool 46 9 0 10 Sep 2021