Title
Towards to Robust and Generalized Medical Image Segmentation Framework Yurong Chen OOD 35 3 0 09 Aug 2021
Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation Shengsen Wu Liang Chen Yihang Lou Yan Bai Tao Bai Minghua Deng Ling-yu Duan 26 8 0 07 Aug 2021
Improving Contrastive Learning by Visualizing Feature Transformation Rui Zhu Bingchen Zhao Jingen Liu Zhenglong Sun Chen Chen SSL 101 78 0 06 Aug 2021
Video Contrastive Learning with Global Context Haofei Kuang Yi Zhu Zhi-Li Zhang Xinyu Li Joseph Tighe Sören Schwertfeger C. Stachniss Mu Li SSL AI4TS 27 60 0 05 Aug 2021
A Low Rank Promoting Prior for Unsupervised Contrastive Learning Yu Wang Jingyang Lin Qi Cai Yingwei Pan Ting Yao Hongyang Chao Tao Mei SSL 40 16 0 05 Aug 2021
Co-learning: Learning from Noisy Labels with Self-supervision Cheng Tan Jun Xia Lirong Wu Stan Z. Li NoLa 76 120 0 05 Aug 2021
Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images Boon Peng Yap B. Ng SSL 36 3 0 04 Aug 2021
Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering Chang-rui Liu Han Yu Boyang Albert Li Zhiqi Shen Zhanning Gao Peiran Ren Xuansong Xie Li-zhen Cui Chunyan Miao NoLa 30 0 0 03 Aug 2021
Self-Supervised Disentangled Representation Learning for Third-Person Imitation Learning Jinghuan Shang Michael S. Ryoo SSL 24 24 0 02 Aug 2021
Robust Semantic Segmentation with Superpixel-Mix Gianni Franchi Nacim Belkhir Mai Lan Ha Yufei Hu Andrei Bursuc V. Blanz Angela Yao UQCV 40 22 0 02 Aug 2021
BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning Jinyuan Jia Yupei Liu Neil Zhenqiang Gong SILM SSL 47 152 0 01 Aug 2021
The History of Speech Recognition to the Year 2030 Awni Y. Hannun AI4TS 29 21 0 30 Jul 2021
Object-aware Contrastive Learning for Debiased Scene Representation Sangwoo Mo H. Kang Kihyuk Sohn Chun-Liang Li Jinwoo Shin SSL OCL 30 49 0 30 Jul 2021
On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals Haizhou Shi Youcai Zhang Siliang Tang Wenjie Zhu Yaqian Li Yandong Guo Yueting Zhuang SyDa 28 15 0 30 Jul 2021
Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant Scenes Wenhang Ge Chunyan Pan Ancong Wu Hongwei Zheng Weishi Zheng 27 26 0 29 Jul 2021
Divide-and-Assemble: Learning Block-wise Memory for Unsupervised Anomaly Detection Jinlei Hou Yingying Zhang Qiaoyong Zhong Di Xie Shiliang Pu Hong Zhou 27 142 0 28 Jul 2021
DCL: Differential Contrastive Learning for Geometry-Aware Depth Synthesis Yuefan Shen Yanchao Yang Youyi Zheng Karen Liu Leonidas J. Guibas MDE 28 5 0 27 Jul 2021
Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment Othmane Laousy G. Chassagnon Edouard Oyallon Nikos Paragios M. Revel Maria Vakalopoulou 22 2 0 27 Jul 2021
Unsupervised Outlier Detection using Memory and Contrastive Learning Ning Huyan Dou Quan Xiangrong Zhang Xuefeng Liang Jocelyn Chanussot L. Jiao 45 22 0 27 Jul 2021
Improve Unsupervised Pretraining for Few-label Transfer Suichan Li Dongdong Chen Yinpeng Chen Lu Yuan Lei Zhang Qi Chu B. Liu Nenghai Yu SSL 18 20 0 26 Jul 2021
AASAE: Augmentation-Augmented Stochastic Autoencoders William Falcon A. Jha Teddy Koker Kyunghyun Cho 18 0 0 26 Jul 2021
Parametric Contrastive Learning Jiequan Cui Zhisheng Zhong Shu Liu Bei Yu Jiaya Jia 41 270 0 26 Jul 2021
Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency Zhipeng Luo Zhongang Cai Changqing Zhou Gong-Duo Zhang Haiyu Zhao Shuai Yi Shijian Lu Hongsheng Li Shanghang Zhang Ziwei Liu 3DPC 29 84 0 23 Jul 2021
Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings Wenbin Li Xuesong Yang Meihao Kong Lei Wang Jing Huo Yang Gao Jiebo Luo 24 0 0 22 Jul 2021
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 41 42 0 20 Jul 2021
Parametric Scattering Networks Shanel Gauthier Benjamin Thérien Laurent Alsene-Racicot Muawiz Chaudhary Irina Rish Eugene Belilovsky Michael Eickenberg Guy Wolf 29 16 0 20 Jul 2021
Large-scale graph representation learning with very deep GNNs and self-supervision Ravichandra Addanki Peter W. Battaglia David Budden Andreea Deac Jonathan Godwin ... Wai Lok Sibon Li Alvaro Sanchez-Gonzalez Jacklynn Stott S. Thakoor Petar Velivcković SSL AI4CE 27 25 0 20 Jul 2021
DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer Yoni Schirris E. Gavves I. Nederlof H. Horlings Jonas Teuwen 30 93 0 20 Jul 2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation Mingkai Zheng Shan You Fei Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 23 113 0 20 Jul 2021
Playful Interactions for Representation Learning Sarah Young Jyothish Pari Pieter Abbeel Lerrel Pinto SSL 49 14 0 19 Jul 2021
Unsupervised Embedding Learning from Uncertainty Momentum Modeling Jiahuan Zhou Yansong Tang Fuchun Sun Ying Nian Wu 27 1 0 19 Jul 2021
Exploring Set Similarity for Dense Self-supervised Representation Learning Zhaoqing Wang Qiang Li Guoxin Zhang Pengfei Wan Wen Zheng N. Wang Biwei Huang Tongliang Liu SSL 33 44 0 19 Jul 2021
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering Nairouz Mrabah Mohamed Bouguessa M. Touati Riadh Ksantini 40 63 0 19 Jul 2021
Rectifying the Shortcut Learning of Background for Few-Shot Learning Xu Luo Longhui Wei Liangjiang Wen Jinrong Yang Lingxi Xie Zenglin Xu Qi Tian 47 88 0 16 Jul 2021
Self-Supervised Multi-Modal Alignment for Whole Body Medical Imaging Rhydian Windsor A. Jamaludin T. Kadir Andrew Zisserman 31 16 0 14 Jul 2021
Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs Shruthi Bannur Ozan Oktay Mélanie Bernhardt Anton Schwaighofer R. Jena ... A. Nori K. Natarajan S. Ashraf Javier Alvarez-Valle Daniel Coelho De Castro 11 0 0 14 Jul 2021
Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks Xin Dong Hongxu Yin J. Álvarez Jan Kautz Pavlo Molchanov H. T. Kung MIACV 37 8 0 13 Jul 2021
Towards Unsupervised Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Peng Cui Zheyan Shen Haoxin Liu OOD AI4CE 28 49 0 13 Jul 2021
Geographical Knowledge-driven Representation Learning for Remote Sensing Images Wenyuan Li Keyan Chen Hao Chen Zhenwei Shi SSL 38 64 0 12 Jul 2021
Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation Hao Zheng Jun Han Hongxiao Wang Lin Yang Zhuo Zhao Chaoli Wang Danny Chen 29 23 0 10 Jul 2021
Challenges for machine learning in clinical translation of big data imaging studies Nicola K. Dinsdale Emma Bluemke V. Sundaresan M. Jenkinson Stephen Smith Ana I. L. Namburete AI4CE 50 41 0 07 Jul 2021
SelfCF: A Simple Framework for Self-supervised Collaborative Filtering Xin Zhou Aixin Sun Yong Liu Jie Zhang Chunyan Miao SSL 36 77 0 07 Jul 2021
VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer Zineng Tang Jaemin Cho Hao Tan Joey Tianyi Zhou VLM 38 29 0 06 Jul 2021
Multi-Level Graph Contrastive Learning Pengpeng Shao Tong Liu Dawei Zhang J. Tao Feihu Che Guohua Yang 27 9 0 06 Jul 2021
End-to-End Weak Supervision Salva Rühling Cachay Benedikt Boecking A. Dubrawski NoLa 33 40 0 05 Jul 2021
Do Different Tracking Tasks Require Different Appearance Models? Zhongdao Wang Hengshuang Zhao Yali Li Shengjin Wang Philip Torr Luca Bertinetto 42 82 0 05 Jul 2021
Semi-supervised Learning for Dense Object Detection in Retail Scenes Jaydeep Chauhan Srikrishna Varadarajan Muktabh Mayank Srivastava 25 2 0 05 Jul 2021
Continual Contrastive Learning for Image Classification Zhiwei Lin Yongtao Wang Hongxiang Lin SSL CLL 24 14 0 05 Jul 2021
Bag of Instances Aggregation Boosts Self-supervised Distillation Haohang Xu Jiemin Fang Xiaopeng Zhang Lingxi Xie Xinggang Wang Wenrui Dai H. Xiong Qi Tian SSL 36 21 0 04 Jul 2021
Inter-intra Variant Dual Representations forSelf-supervised Video Recognition Lin Zhang Qi She Zhengyang Shen Changhu Wang SSL 30 9 0 02 Jul 2021