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
In Defense of Online Models for Video Instance Segmentation Junfeng Wu Qihao Liu Yi Jiang S. Bai Alan Yuille Xiang Bai 85 112 0 21 Jul 2022
Correspondence Matters for Video Referring Expression Comprehension Meng Cao Ji Jiang Long Chen Yuexian Zou VOS 84 20 0 21 Jul 2022
LocVTP: Video-Text Pre-training for Temporal Localization Meng Cao Tianyu Yang Junwu Weng Can Zhang Jue Wang Yuexian Zou 90 65 0 21 Jul 2022
Revisiting Hotels-50K and Hotel-ID Aarash Feizi Arantxa Casanova Adriana Romero Soriano Reihaneh Rabbany 33 2 0 20 Jul 2022
Visual Knowledge Tracing Neehar Kondapaneni Pietro Perona Oisin Mac Aodha 38 0 0 20 Jul 2022
Negative Samples are at Large: Leveraging Hard-distance Elastic Loss for Re-identification Hyungtae Lee Sungmin Eum H. Kwon VLM 62 4 0 20 Jul 2022
Feature Representation Learning for Unsupervised Cross-domain Image Retrieval Conghui Hu G. Lee 56 24 0 20 Jul 2022
Uncertainty in Contrastive Learning: On the Predictability of Downstream Performance Shervin Ardeshir Navid Azizan SSL UQCV 109 9 0 19 Jul 2022
Deep Semantic Statistics Matching (D2SM) Denoising Network Kangfu Mei Vishal M. Patel Rui Huang DiffM 66 8 0 19 Jul 2022
Self-Supervision Can Be a Good Few-Shot Learner Yuning Lu Liangjiang Wen Jianzhuang Liu Yajing Liu Xinmei Tian SSL 101 37 0 19 Jul 2022
Adversarial Contrastive Learning via Asymmetric InfoNCE Qiying Yu Jieming Lou Xianyuan Zhan Qizhang Li W. Zuo Yang Liu Jingjing Liu AAML 74 23 0 18 Jul 2022
Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches Yuanzheng Ci Chen Lin Lei Bai Wanli Ouyang SSL 74 26 0 17 Jul 2022
E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context Zizhang Li Mengmeng Wang Huaijin Pi Kechun Xu Jianbiao Mei Yong Liu 93 75 0 17 Jul 2022
Model-Aware Contrastive Learning: Towards Escaping the Dilemmas Zizheng Huang Haoxing Chen Ziqi Wen Chao Zhang Huaxiong Li Bojuan Wang Chunlin Chen 62 11 0 16 Jul 2022
HOME: High-Order Mixed-Moment-based Embedding for Representation Learning Chuang Niu Ge Wang SSL 71 4 0 15 Jul 2022
Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning Shibani Santurkar Yann Dubois Rohan Taori Percy Liang Tatsunori Hashimoto CLIP VLM 81 41 0 15 Jul 2022
Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model Haoteng Tang Guixiang Ma Lei Guo Xiyao Fu Heng-Chiao Huang Li Zhang 77 27 0 14 Jul 2022
Benchmarking Omni-Vision Representation through the Lens of Visual Realms Yuanhan Zhang Zhen-fei Yin Jing Shao Ziwei Liu VLM 112 29 0 14 Jul 2022
Semi-Supervised Temporal Action Detection with Proposal-Free Masking Sauradip Nag Xiatian Zhu Yi-Zhe Song Tao Xiang 65 17 0 14 Jul 2022
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images Jiawei Yang Hanbo Chen Yuan Liang Junzhou Huang Lei He Jianhua Yao 87 18 0 14 Jul 2022
Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach Prashant Shivaram Bhat Bahram Zonooz Elahe Arani SSL CLL 66 14 0 13 Jul 2022
Unsupervised Visual Representation Learning by Synchronous Momentum Grouping Bo Pang Yifan Zhang Yaoyi Li Jia Cai Cewu Lu SSL 70 28 0 13 Jul 2022
Contrastive Learning for Online Semi-Supervised General Continual Learning Nicolas Michel Romain Negrel Giovanni Chierchia J. Bercher CLL SSL 55 6 0 12 Jul 2022
Modality-Aware Contrastive Instance Learning with Self-Distillation for Weakly-Supervised Audio-Visual Violence Detection Jiashuo Yu Jin-Yuan Liu Ying Cheng Rui Feng Yuejie Zhang 99 38 0 12 Jul 2022
Synergistic Self-supervised and Quantization Learning Yunhao Cao Peiqin Sun Yechang Huang Jianxin Wu Shuchang Zhou MQ 51 13 0 12 Jul 2022
Dual Contrastive Learning for Spatio-temporal Representation Shuangrui Ding Rui Qian H. Xiong AI4TS SSL 63 23 0 12 Jul 2022
Demystifying Unsupervised Semantic Correspondence Estimation Mehmet Aygun Oisin Mac Aodha 66 11 0 11 Jul 2022
SHREC'22 Track: Sketch-Based 3D Shape Retrieval in the Wild Jie Qin Shuaihang Yuan Jiaxin Chen Boulbaba Ben Amor Yi Fang ... Haiqin Chen Yan Wang Qunying Zhou Ji Zhang Hongyu Wang 3DV 80 9 0 11 Jul 2022
Pixel-level Correspondence for Self-Supervised Learning from Video Yash Sharma Yi Zhu Chris Russell Thomas Brox SSL 49 4 0 08 Jul 2022
An Embedding-Dynamic Approach to Self-supervised Learning Suhong Moon Domas Buracas Seunghyun Park Jinkyu Kim John F. Canny OCL 126 4 0 07 Jul 2022
Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition Zhan Chen Hong Liu Tianyu Guo Zhengyang Chen Pinhao Song Haoling Tang SSL 78 20 0 07 Jul 2022
Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space Wenqi Shao Xun Zhao Yixiao Ge Zhaoyang Zhang Lei Yang Xiaogang Wang Ying Shan Ping Luo 84 26 0 07 Jul 2022
Network Binarization via Contrastive Learning Yuzhang Shang Dan Xu Ziliang Zong Liqiang Nie Yan Yan AAML MQ 90 22 0 06 Jul 2022
Context-aware Self-supervised Learning for Medical Images Using Graph Neural Network Li Sun K. Yu Kayhan Batmanghelich SSL 49 1 0 06 Jul 2022
Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 107 41 0 05 Jul 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Sanat Ramesh V. Srivastav Deepak Alapatt Tong Yu Aditya Murali ... Saurav Sharma A. Fleurentin Georgios Exarchakis Alexandros Karargyris N. Padoy 134 46 0 01 Jul 2022
Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning Haoran Yang Hongxu Chen Sixiao Zhang Xiangguo Sun Qian Li Xiangyu Zhao Guandong Xu SSL 111 25 0 01 Jul 2022
EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering Violetta Shevchenko Ehsan Abbasnejad A. Dick Anton Van Den Hengel Damien Teney 73 0 0 29 Jun 2022
Semi-supervised Contrastive Outlier removal for Pseudo Expectation Maximization (SCOPE) Sumeet Menon David Chapman 31 0 0 28 Jun 2022
Learning Gait Representation from Massive Unlabelled Walking Videos: A Benchmark Chao Fan Saihui Hou Jilong Wang Yongzhen Huang Shiqi Yu CVBM SSL 125 38 0 28 Jun 2022
Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning Florian Bordes Randall Balestriero Q. Garrido Adrien Bardes Pascal Vincent 121 24 0 27 Jun 2022
Self-supervised Learning in Remote Sensing: A Review Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 159 228 0 27 Jun 2022
On the Importance and Applicability of Pre-Training for Federated Learning Hong-You Chen Cheng-Hao Tu Zi-hua Li Hang Shen Wei-Lun Chao FedML 119 83 0 23 Jun 2022
Not Just Streaks: Towards Ground Truth for Single Image Deraining Yunhao Ba Howard Zhang Ethan Yang Akira Suzuki Arnold Pfahnl ... C. Melo Suya You Stefano Soatto A. Wong A. Kadambi 135 39 0 22 Jun 2022
Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning A. Jaus Kailun Yang Rainer Stiefelhagen 86 17 0 21 Jun 2022
Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning Shuaicheng Li Feng Zhang Kunlin Yang Lin-Na Liu Shinan Liu Jun Hou Shuai Yi 100 9 0 21 Jun 2022
Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning Ali Lotfi-Rezaabad Sidharth Kumar S. Vishwanath Jonathan I. Tamir SSL 53 1 0 21 Jun 2022
Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval Guile Wu Chaoxi Zhang Stephan Liwicki SSL 43 2 0 20 Jun 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Yogesh S Rawat M. Shah SSL 132 136 0 18 Jun 2022
Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning Yubei Chen Adrien Bardes Zengyi Li Yann LeCun SSL AIFin 128 7 0 17 Jun 2022