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
Unsupervised Pre-training for Person Re-identification Dengpan Fu Dongdong Chen Jianmin Bao Hao Yang Lu Yuan Lei Zhang Houqiang Li Dong Chen 98 142 0 07 Dec 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping Xiao Zhang Michael Maire SSL 99 74 0 05 Dec 2020
Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning Haohang Xu Xiaopeng Zhang Hao Li Lingxi Xie H. Xiong Qi Tian SSL 60 12 0 04 Dec 2020
Super-Selfish: Self-Supervised Learning on Images with PyTorch Nicolas Wagner Anirban Mukhopadhyay SSL 76 0 0 04 Dec 2020
Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation Zhiyong Huang Kekai Sheng Weiming Dong Xing Mei Chongyang Ma Feiyue Huang D. Zhou Changsheng Xu 137 7 0 04 Dec 2020
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images K. Yan Jinzheng Cai D. Jin S. Miao Dazhou Guo Adam P. Harrison Youbao Tang Jing Xiao Jingjing Lu Le Lu MedIm 103 86 0 04 Dec 2020
Multi-Label Contrastive Learning for Abstract Visual Reasoning Mikolaj Malkiñski Jacek Mańdziuk 65 40 0 03 Dec 2020
Towards Good Practices in Self-supervised Representation Learning Srikar Appalaraju Yi Zhu Yusheng Xie István Fehérvári SSL 69 21 0 01 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 154 531 0 01 Dec 2020
Multi-level Knowledge Distillation via Knowledge Alignment and Correlation Fei Ding Yin Yang Hongxin Hu Venkat Krovi Feng Luo 43 4 0 01 Dec 2020
Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks Han-Jia Ye Lu Han De-Chuan Zhan OffRL SSL VLM 78 29 0 30 Nov 2020
Self supervised contrastive learning for digital histopathology Ozan Ciga Tony Xu Anne L. Martel SSL 171 318 0 27 Nov 2020
Self-EMD: Self-Supervised Object Detection without ImageNet Songtao Liu Zeming Li Jian Sun SSL ObjD 167 94 0 27 Nov 2020
Generalization in Reinforcement Learning by Soft Data Augmentation Nicklas Hansen Xiaolong Wang OffRL 120 175 0 26 Nov 2020
How Well Do Self-Supervised Models Transfer? Linus Ericsson Henry Gouk Timothy M. Hospedales SSL 124 278 0 26 Nov 2020
A Unified Mixture-View Framework for Unsupervised Representation Learning Xiangxiang Chu Xiaohang Zhan Bo Zhang SSL 54 1 0 26 Nov 2020
Can Temporal Information Help with Contrastive Self-Supervised Learning? Yutong Bai Haoqi Fan Ishan Misra Ganesh Venkatesh Yongyi Lu Yuyin Zhou Qihang Yu Vikas Chandra Alan Yuille 135 40 0 25 Nov 2020
Unsupervised Object Detection with LiDAR Clues Haofei Tian Yuntao Chen Jifeng Dai Zhaoxiang Zhang Xizhou Zhu 3DPC 104 28 0 25 Nov 2020
StackMix: A complementary Mix algorithm John Chen Samarth Sinha Anastasios Kyrillidis 41 3 0 25 Nov 2020
Exploring Contrastive Learning in Human Activity Recognition for Healthcare Chi Ian Tang I. Perez-Pozuelo Dimitris Spathis Cecilia Mascolo 107 122 0 23 Nov 2020
CoMatch: Semi-supervised Learning with Contrastive Graph Regularization Junnan Li Caiming Xiong Guosheng Lin SSL 98 266 0 23 Nov 2020
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 378 4,082 0 20 Nov 2020
Dual Contradistinctive Generative Autoencoder Gaurav Parmar Dacheng Li Kwonjoon Lee Zhuowen Tu GAN 73 82 0 19 Nov 2020
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning Zhenda Xie Yutong Lin Zheng Zhang Yue Cao Stephen Lin Han Hu SSL 127 416 0 19 Nov 2020
Online Exemplar Fine-Tuning for Image-to-Image Translation Taewon Kang Soohyun Kim Sunwoo Kim Seungryong Kim 46 3 0 18 Nov 2020
Dense Contrastive Learning for Self-Supervised Visual Pre-Training Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li SSL 101 689 0 18 Nov 2020
UP-DETR: Unsupervised Pre-training for Object Detection with Transformers Zhigang Dai Bolun Cai Yugeng Lin Junying Chen ViT 87 24 0 18 Nov 2020
Contrastive Registration for Unsupervised Medical Image Segmentation Lihao Liu Angelica I Aviles-Rivero Carola-Bibiane Schönlieb 54 39 0 17 Nov 2020
Can Semantic Labels Assist Self-Supervised Visual Representation Learning? Longhui Wei Lingxi Xie Jianzhong He Jianlong Chang Xiaopeng Zhang Wen-gang Zhou Houqiang Li Qi Tian SSL 57 25 0 17 Nov 2020
Self-supervised Document Clustering Based on BERT with Data Augment Haoxiang Shi Cen Wang SSL 66 8 0 17 Nov 2020
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries Q. Hu Tianlin Li Wei Hu Guo-Jun Qi SSL 78 154 0 17 Nov 2020
On the Marginal Benefit of Active Learning: Does Self-Supervision Eat Its Cake? Yao-Chun Chan Mingchen Li Samet Oymak SSL 45 23 0 16 Nov 2020
Unsupervised Contrastive Learning of Sound Event Representations Eduardo Fonseca Diego Ortego Kevin McGuinness Noel E. O'Connor Xavier Serra SSL 72 66 0 15 Nov 2020
Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition Shihao Xu Haocong Rao Xiping Hu Bin Hu SSL 94 53 0 14 Nov 2020
Bi-tuning of Pre-trained Representations Jincheng Zhong Ximei Wang Zhi Kou Jianmin Wang Mingsheng Long 57 21 0 12 Nov 2020
Self-supervised Segmentation via Background Inpainting Isinsu Katircioglu Helge Rhodin Victor Constantin Jorg Sporri Mathieu Salzmann Pascal Fua 28 8 0 11 Nov 2020
Unsupervised Learning of Dense Visual Representations Pedro H. O. Pinheiro Amjad Almahairi Ryan Y. Benmalek Florian Golemo Aaron Courville SSL MDE 114 193 0 11 Nov 2020
Towards Domain-Agnostic Contrastive Learning Vikas Verma Minh-Thang Luong Kenji Kawaguchi Hieu H. Pham Quoc V. Le SSL 86 119 0 09 Nov 2020
Domain Adaptive Person Re-Identification via Coupling Optimization Xiaobing Liu Shiliang Zhang 74 39 0 06 Nov 2020
Learning a Geometric Representation for Data-Efficient Depth Estimation via Gradient Field and Contrastive Loss D. Shim H. J. Kim SSL MDE 64 1 0 06 Nov 2020
Intriguing Properties of Contrastive Losses Ting Chen Calvin Luo Lala Li 83 177 0 05 Nov 2020
Center-wise Local Image Mixture For Contrastive Representation Learning Hao Li Xiaopeng Zhang H. Xiong 76 8 0 05 Nov 2020
Semi-supervised Facial Action Unit Intensity Estimation with Contrastive Learning Enrique Sanchez Adrian Bulat Anestis Zaganidis Georgios Tzimiropoulos CVBM 83 3 0 03 Nov 2020
Learning Representations from Audio-Visual Spatial Alignment Pedro Morgado Yi Li Nuno Vasconcelos SSL 88 124 0 03 Nov 2020
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning Beliz Gunel Jingfei Du Alexis Conneau Ves Stoyanov 87 508 0 03 Nov 2020
A Survey on Contrastive Self-supervised Learning Ashish Jaiswal Ashwin Ramesh Babu Mohammad Zaki Zadeh Debapriya Banerjee F. Makedon SSL 154 1,412 0 31 Oct 2020
Free-Form Image Inpainting via Contrastive Attention Network Xin Ma Xiaoqiang Zhou Huaibo Huang Z. Chai Xiaolin K. Wei Ran He 67 8 0 29 Oct 2020
Pretext-Contrastive Learning: Toward Good Practices in Self-supervised Video Representation Leaning L. Tao Xueting Wang T. Yamasaki VLM SSL 104 14 0 29 Oct 2020
Multilayer Clustered Graph Learning Mireille El Gheche P. Frossard 38 5 0 29 Oct 2020
Cycle-Contrast for Self-Supervised Video Representation Learning Quan Kong Wen Wei Ziwei Deng Tomoaki Yoshinaga Tomokazu Murakami SSL 110 55 0 28 Oct 2020