Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

5 May 2018

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

50 / 1,940 papers shown

Title
Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning Mingyang Wang Zhenshan Bing Xiangtong Yao Shuai Wang Hang Su Chenguang Yang Kai Huang Alois C. Knoll SSL OOD 144 17 0 29 Apr 2023
ContraNeRF: 3D-Aware Generative Model via Contrastive Learning with Unsupervised Implicit Pose Embedding Mijeong Kim Hyunjoon Lee Bohyung Han 72 0 0 27 Apr 2023
Rotation and Translation Invariant Representation Learning with Implicit Neural Representations Sehyun Kwon Jooyoung Choi Ernest K. Ryu OOD 76 5 0 27 Apr 2023
Learning imaging mechanism directly from optical microscopy observations Ze-Hao Wang Long-Kun Shan Tong-Tian Weng Tianrun Chen Qiyuan Wang Xiang-Dong Chen Zhang Wang Guanghsheng Guo Hefei 230088 DiffM 35 1 0 25 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 161 285 0 24 Apr 2023
CoReFace: Sample-Guided Contrastive Regularization for Deep Face Recognition Youzhe Song Feng Wang CVBM 86 12 0 23 Apr 2023
Self-supervised Learning by View Synthesis Shaoteng Liu Xiangyu Zhang T. Hu Jiaya Jia 3DV ViT 115 1 0 22 Apr 2023
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget Johannes Lehner Benedikt Alkin Andreas Fürst Elisabeth Rumetshofer Lukas Miklautz Sepp Hochreiter 111 18 0 20 Apr 2023
CEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering Mingjun Zhao Ming Wang Yinglong Ma Di Niu Haijiang Wu 49 1 0 20 Apr 2023
Hyperbolic Image-Text Representations Karan Desai Maximilian Nickel Tanmay Rajpurohit Justin Johnson Ramakrishna Vedantam VLM 109 67 0 18 Apr 2023
Open-World Weakly-Supervised Object Localization Jinheng Xie Zhaochuan Luo Yuexiang Li Haozhe Liu Linlin Shen Mike Zheng Shou WSOL EDL 90 2 0 17 Apr 2023
The Art of Camouflage: Few-shot Learning for Animal Detection and Segmentation Thanh-Tung Phan-Nguyen Anh-Khoa Nguyen Vu Nhat-Duy Nguyen Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do M. Tran Tam V. Nguyen 95 5 0 15 Apr 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models Yaohua Zha Jinpeng Wang Tao Dai Bin Chen Zhi Wang Shutao Xia VLM 117 48 0 14 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 538 3,536 0 14 Apr 2023
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining Siming Yan Yu-Qi Yang Yu-Xiao Guo Hao Pan Peng-shuai Wang Xin Tong Yang Liu Qi-Xing Huang 3DPC 92 14 0 14 Apr 2023
Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning Kaiyou Song Jin Xie Shanyi Zhang Zimeng Luo 86 31 0 13 Apr 2023
Boosting Video Object Segmentation via Space-time Correspondence Learning Yurong Zhang Liulei Li Wenguan Wang Rong Xie Li Song Wenjun Zhang VOS 65 33 0 13 Apr 2023
Hard Patches Mining for Masked Image Modeling Haochen Wang Kaiyou Song Junsong Fan Yuxi Wang Jin Xie Zhaoxiang Zhang 72 64 0 12 Apr 2023
Learning Transferable Pedestrian Representation from Multimodal Information Supervision Li-Na Bao Longhui Wei Xiaoyu Qiu Wen-gang Zhou Houqiang Li Qi Tian SSL 75 5 0 12 Apr 2023
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition Shuhuai Ren Aston Zhang Yi Zhu Shuai Zhang Shuai Zheng Mu Li Alexander J. Smola Xu Sun VPVLM VLM 86 28 0 10 Apr 2023
Application of Self-Supervised Learning to MICA Model for Reconstructing Imperfect 3D Facial Structures P. D. Nguyen Thinh D. Le Duong Q. Nguyen Binh Duc Nguyen H. Nguyen-Xuan 53 1 0 08 Apr 2023
EMP-SSL: Towards Self-Supervised Learning in One Training Epoch Shengbang Tong Yubei Chen Yi Ma Yann LeCun 72 26 0 08 Apr 2023
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling Xiaobao Wu Xinshuai Dong Thong Nguyen Chaoqun Liu Liangming Pan Anh Tuan Luu 109 27 0 07 Apr 2023
Rethinking Evaluation Protocols of Visual Representations Learned via Self-supervised Learning Jaehoon Lee Doyoung Yoon Byeongmoon Ji Kyungyul Kim Sangheum Hwang SSL 77 3 0 07 Apr 2023
Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation Xiangyi Yan Junayed Naushad Chenyu You Hao Tang Shanlin Sun Kun Han Haoyu Ma James Duncan Xiaohui Xie SSL 71 4 0 06 Apr 2023
Diffusion Models as Masked Autoencoders Chen Wei K. Mangalam Po-Yao (Bernie) Huang Yanghao Li Haoqi Fan Hu Xu Huiyu Wang Cihang Xie Alan Yuille Christoph Feichtenhofer DiffM SyDa 100 53 0 06 Apr 2023
Self-Supervised Siamese Autoencoders Friederike Baier Sebastian Mair Samuel G. Fadel SSL 92 4 0 05 Apr 2023
Multi-Level Contrastive Learning for Dense Prediction Task Qiushan Guo Yizhou Yu Yi Jiang Jiannan Wu Zehuan Yuan Ping Luo SSL 109 2 0 04 Apr 2023
Motion-R3: Fast and Accurate Motion Annotation via Representation-based Representativeness Ranking Jubo Yu Tianxiang Ren Shihui Guo Fengyi Fang Kai Wang Zi-Xin Zeng Yazhan Zhang A. Aristidou Yipeng Qin 3DV 78 0 0 04 Apr 2023
Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning Ajinkya Tejankar Maziar Sanjabi Qifan Wang Sinong Wang Hamed Firooz Hamed Pirsiavash L Tan AAML 86 20 0 04 Apr 2023
Self-Ordering Point Clouds Pengwan Yang Cees G. M. Snoek Yuki M. Asano SSL 3DPC 68 4 0 03 Apr 2023
Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition Qianhui Men Edmond S. L. Ho Hubert P. H. Shum Howard Leung SSL 83 19 0 03 Apr 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds Aoran Xiao Jiaxing Huang Weihao Xuan Ruijie Ren Kangcheng Liu Dayan Guan Abdulmotaleb El Saddik Shijian Lu Eric P. Xing 96 47 0 03 Apr 2023
Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies Ligong Han Seung-Jun Han Shivchander Sudalairaj Charlotte Loh Rumen Dangovski ... Pulkit Agrawal Dimitris N. Metaxas Leonid Karlinsky Tsui-Wei Weng Akash Srivastava 98 1 0 02 Apr 2023
Mask Hierarchical Features For Self-Supervised Learning Fenggang Liu Yangguang Li Feng Liang Jilan Xu Bin Huang Jing Shao 30 0 0 01 Apr 2023
Kaizen: Practical Self-supervised Continual Learning with Continual Fine-tuning Chi Ian Tang Lorena Qendro Dimitris Spathis F. Kawsar Cecilia Mascolo Akhil Mathur CLL 65 13 0 30 Mar 2023
Beyond Empirical Risk Minimization: Local Structure Preserving Regularization for Improving Adversarial Robustness Wei Wei Jiahuan Zhou Yingying Wu AAML 49 0 0 29 Mar 2023
VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking Limin Wang Bingkun Huang Zhiyu Zhao Zhan Tong Yinan He Yi Wang Yali Wang Yu Qiao VGen 153 364 0 29 Mar 2023
UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation D. Torbunov Yi Huang Huan-Hsin Tseng Haiwang Yu Jin-zhi Huang Shinjae Yoo Meifeng Lin B. Viren Yihui Ren 82 12 0 28 Mar 2023
Colo-SCRL: Self-Supervised Contrastive Representation Learning for Colonoscopic Video Retrieval Qingguo Chen Shilun Cai C. Cai Zefang Yu Xiaobo Li Suncheng Xiang 63 7 0 28 Mar 2023
On the Stepwise Nature of Self-Supervised Learning James B. Simon Maksis Knutins Liu Ziyin Daniel Geisz Abraham J. Fetterman Joshua Albrecht SSL 96 35 0 27 Mar 2023
You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding Zhengzhe Liu Xiaojuan Qi Chi-Wing Fu 3DPC 90 0 0 26 Mar 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Yichen Xie Han Lu Junchi Yan Xiaokang Yang Masayoshi Tomizuka Wei Zhan 102 34 0 25 Mar 2023
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning Xiaoyang Wu Xin Wen Xihui Liu Hengshuang Zhao 3DPC 173 45 0 24 Mar 2023
Feature Separation and Recalibration for Adversarial Robustness Woo Jae Kim Y. Cho Junsik Jung Sung-eui Yoon AAML 117 22 0 24 Mar 2023
Aligning Step-by-Step Instructional Diagrams to Video Demonstrations Jiahao Zhang A. Cherian Yanbin Liu Yizhak Ben-Shabat Cristian Rodriguez-Opazo Stephen Gould 65 8 0 24 Mar 2023
Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data Anna Kukleva Moritz Bohle Bernt Schiele Hilde Kuehne Christian Rupprecht 94 45 0 23 Mar 2023
Low-Light Image Enhancement by Learning Contrastive Representations in Spatial and Frequency Domains Yunpeng Huang X. Tu Gui Fu Tingting Liu Bokai Liu Ming-Hsuan Yang Ziliang Feng 88 6 0 23 Mar 2023
Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection Shengyang Sun Xiaojin Gong 95 49 0 23 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History Xiang Li Ge Wu Lingfeng Yang Wenzhe Wang Renjie Song Jian Yang MU AI4TS 103 2 0 23 Mar 2023