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
Understanding Deep Contrastive Learning via Coordinate-wise Optimization Yuandong Tian 172 35 0 29 Jan 2022
Investigating Why Contrastive Learning Benefits Robustness Against Label Noise Yihao Xue Kyle Whitecross Baharan Mirzasoleiman SSL NoLa 105 54 0 29 Jan 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings Qiyu Wu Chongyang Tao Tao Shen Can Xu Xiubo Geng Daxin Jiang SSL 63 37 0 28 Jan 2022
Hybrid Contrastive Learning with Cluster Ensemble for Unsupervised Person Re-identification He Sun Mingkun Li Chun-Guang Li 62 12 0 28 Jan 2022
Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification Feng Yang Yichao Cao Qifan Xue Shuai Jin Xuanpeng Li Weigong Zhang 3DPC 47 4 0 27 Jan 2022
Dissecting the impact of different loss functions with gradient surgery Hong Xuan Robert Pless 30 1 0 27 Jan 2022
Training Vision Transformers with Only 2040 Images Yunhao Cao Hao Yu Jianxin Wu ViT 176 44 0 26 Jan 2022
Feature Diversity Learning with Sample Dropout for Unsupervised Domain Adaptive Person Re-identification Chunren Tang Dingyu Xue Dongyue Chen 86 2 0 25 Jan 2022
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training Wenyong Huang Zhenhe Zhang Y. Yeung Xin Jiang Qun Liu 111 23 0 25 Jan 2022
Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing Xiangyu Song Jianxin Li Qiuyu Lei Wei Zhao Yunliang Chen Ajmal Mian AI4Ed 75 185 0 22 Jan 2022
Fair Node Representation Learning via Adaptive Data Augmentation Öykü Deniz Köse Yanning Shen 45 31 0 21 Jan 2022
Self-supervised Video Representation Learning with Cascade Positive Retrieval Cheng-En Wu Farley Lai Yujie Hu Asim Kadav SSL AI4TS 78 3 0 20 Jan 2022
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders Zeyang Sha Xinlei He Ning Yu Michael Backes Yang Zhang 138 35 0 19 Jan 2022
Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs Lei Zhou Joseph Bae Huidong Liu Gagandeep Singh Jeremy Green Amit Gupta Dimitris Samaras Prateek Prasanna OOD MedIm 66 6 0 18 Jan 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection A. Haliassos Rodrigo Mira Stavros Petridis Maja Pantic CVBM 121 133 0 18 Jan 2022
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection Sungwon Park Sundong Kim M. Cha 71 9 0 18 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 141 107 0 16 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 93 105 0 15 Jan 2022
Offline-Online Associated Camera-Aware Proxies for Unsupervised Person Re-identification Menglin Wang Jiachen Li Baisheng Lai Xiaojin Gong Xiansheng Hua 90 23 0 15 Jan 2022
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer Yinyi Wei Tong Mo Yong Jiang Weiping Li Wen Zhao VLM 126 15 0 14 Jan 2022
Motion-Focused Contrastive Learning of Video Representations Rui Li Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSL 90 35 0 11 Jan 2022
Unsupervised Domain Adaptive Person Re-id with Local-enhance and Prototype Dictionary Learning Haopeng Hou 72 2 0 11 Jan 2022
Efficient Non-Local Contrastive Attention for Image Super-Resolution Bin Xia Yucheng Hang Yapeng Tian Wenming Yang Q. Liao Jie Zhou SupR 89 80 0 11 Jan 2022
Supervised Contrastive Learning for Recommendation Chun Yang 69 40 0 10 Jan 2022
Contrastive Neighborhood Alignment Pengkai Zhu Zhaowei Cai Yuanjun Xiong Zhuowen Tu Luis Goncalves Vijay Mahadevan Stefano Soatto 49 3 0 06 Jan 2022
3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-branch Learning Di Shao Xuequan Lu Xiao Liu 3DPC 65 18 0 06 Jan 2022
Self-Supervised Approach to Addressing Zero-Shot Learning Problem Ademola Okerinde Sam Hoggatt Divya Vani Lakkireddy Nolan Brubaker William H. Hsu L. Shamir Brian Spiesman SSL VLM 36 2 0 05 Jan 2022
Self-supervised Learning from 100 Million Medical Images Florin-Cristian Ghesu Bogdan Georgescu Awais Mansoor Y. Yoo Dominik Neumann ... R. Vishwanath J. Balter Yue Cao Sasa Grbic Dorin Comaniciu SSL 109 51 0 04 Jan 2022
Sound and Visual Representation Learning with Multiple Pretraining Tasks A. Vasudevan Dengxin Dai Luc Van Gool SSL 80 6 0 04 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning Siming Yan Zhenpei Yang Haoxiang Li Chen Song Li Guan Hao Kang G. Hua Qi-Xing Huang 3DPC 146 63 0 03 Jan 2022
Representation Learning via Consistent Assignment of Views to Clusters T. Silva Adín Ramirez Rivera SSL 52 10 0 31 Dec 2021
Radiology Report Generation with a Learned Knowledge Base and Multi-modal Alignment Shuxin Yang Xian Wu Shen Ge S.Kevin Zhou Li Xiao MedIm 70 97 0 30 Dec 2021
Unsupervised Clustering Active Learning for Person Re-identification W. Gao Minxian Li HAI 56 2 0 26 Dec 2021
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach Kirill Sirotkin Marcos Escudero-Viñolo Pablo Carballeira Juan C. Sanmiguel SSL 60 7 0 22 Dec 2021
Barely-Supervised Learning: Semi-Supervised Learning with very few labeled images Thomas Lucas Philippe Weinzaepfel Grégory Rogez SSL 76 31 0 22 Dec 2021
Max-Margin Contrastive Learning Anshul B. Shah S. Sra Ramalingam Chellappa A. Cherian SSL 84 46 0 21 Dec 2021
Are Large-scale Datasets Necessary for Self-Supervised Pre-training? Alaaeldin El-Nouby Gautier Izacard Hugo Touvron Ivan Laptev Hervé Jégou Edouard Grave SSL 106 152 0 20 Dec 2021
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims Qiang Sheng Juan Cao Xueyao Zhang Xirong Li L. Zhong KELM 75 28 0 20 Dec 2021
Contrastive Attention Network with Dense Field Estimation for Face Completion Xin Ma Xiaoqiang Zhou Huaibo Huang Gengyun Jia Z. Chai Xiaolin K. Wei 3DH CVBM 68 17 0 20 Dec 2021
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 83 134 0 17 Dec 2021
Semantic-Based Few-Shot Learning by Interactive Psychometric Testing Lu Yin Vlado Menkovski Yulong Pei Mykola Pechenizkiy 71 1 0 16 Dec 2021
High Fidelity Visualization of What Your Self-Supervised Representation Knows About Florian Bordes Randall Balestriero Pascal Vincent DiffM 109 65 0 16 Dec 2021
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 200 677 0 16 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 277 930 0 16 Dec 2021
Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation Yujia Zhang L. Po Xuyuan Xu Mengyang Liu Yexin Wang Weifeng Ou Yuzhi Zhao Weikang Yu SSL AI4TS 74 17 0 16 Dec 2021
Rethinking Nearest Neighbors for Visual Classification Menglin Jia Bor-Chun Chen Zuxuan Wu Claire Cardie Serge Belongie Ser-Nam Lim SSL 92 10 0 15 Dec 2021
Knowledge-Rich Self-Supervision for Biomedical Entity Linking Sheng Zhang Hao Cheng Shikhar Vashishth Cliff Wong Jinfeng Xiao Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon 86 42 0 15 Dec 2021
A Style and Semantic Memory Mechanism for Domain Generalization Yang Chen Yu Wang Yingwei Pan Ting Yao Xinmei Tian Tao Mei 65 42 0 14 Dec 2021
CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising Jianjie Luo Yehao Li Yingwei Pan Ting Yao Hongyang Chao Tao Mei VLM 74 42 0 14 Dec 2021
DeepDiffusion: Unsupervised Learning of Retrieval-adapted Representations via Diffusion-based Ranking on Latent Feature Manifold T. Furuya Ryutarou Ohbuchi DiffM 76 1 0 14 Dec 2021