Local Aggregation for Unsupervised Learning of Visual Embeddings

29 March 2019

Papers citing "Local Aggregation for Unsupervised Learning of Visual Embeddings"

50 / 292 papers shown

Title
Self-supervised Pre-training with Hard Examples Improves Visual Representations Chunyuan Li Xiujun Li Lei Zhang Baolin Peng Mingyuan Zhou Jianfeng Gao SSL 22 24 0 25 Dec 2020
Addressing Feature Suppression in Unsupervised Visual Representations Tianhong Li Lijie Fan Yuan. Yuan Hao He Yonglong Tian Rogerio Feris Piotr Indyk Dina Katabi SSL 33 15 0 17 Dec 2020
Understanding the Behaviour of Contrastive Loss Feng Wang Huaping Liu SSL 61 667 0 15 Dec 2020
The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models Tianlong Chen Jonathan Frankle Shiyu Chang Sijia Liu Yang Zhang Michael Carbin Zhangyang Wang 27 122 0 12 Dec 2020
Parameter Efficient Multimodal Transformers for Video Representation Learning Sangho Lee Youngjae Yu Gunhee Kim Thomas Breuel Jan Kautz Yale Song ViT 29 76 0 08 Dec 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping Xiao Zhang Michael Maire SSL 19 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 16 12 0 04 Dec 2020
A Unified Mixture-View Framework for Unsupervised Representation Learning Xiangxiang Chu Xiaohang Zhan Bo-Wen Zhang SSL 17 1 0 26 Nov 2020
Unsupervised Object Detection with LiDAR Clues Haofei Tian Yuntao Chen Jifeng Dai Zhaoxiang Zhang Xizhou Zhu 3DPC 33 28 0 25 Nov 2020
Run Away From your Teacher: Understanding BYOL by a Novel Self-Supervised Approach Haizhou Shi Dongliang Luo Siliang Tang Jian Wang Yueting Zhuang SSL 21 13 0 22 Nov 2020
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning Zhenda Xie Yutong Lin Zheng-Wei Zhang Yue Cao Stephen Lin Han Hu SSL 42 408 0 19 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 22 25 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 17 151 0 17 Nov 2020
Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition Shihao Xu Haocong Rao Xiping Hu Bin Hu SSL 22 51 0 14 Nov 2020
Unsupervised Learning of Dense Visual Representations Pedro H. O. Pinheiro Amjad Almahairi Ryan Y. Benmalek Florian Golemo Aaron Courville SSL MDE 20 188 0 11 Nov 2020
Towards Domain-Agnostic Contrastive Learning Vikas Verma Minh-Thang Luong Kenji Kawaguchi Hieu H. Pham Quoc V. Le SSL 15 115 0 09 Nov 2020
Center-wise Local Image Mixture For Contrastive Representation Learning Hao Li Xiaopeng Zhang H. Xiong 21 8 0 05 Nov 2020
A Survey on Contrastive Self-supervised Learning Ashish Jaiswal Ashwin Ramesh Babu Mohammad Zaki Zadeh Debapriya Banerjee F. Makedon SSL 25 1,359 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 8 7 0 29 Oct 2020
CompRess: Self-Supervised Learning by Compressing Representations Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash SSL 23 89 0 28 Oct 2020
HarperValleyBank: A Domain-Specific Spoken Dialog Corpus Mike Wu J. Nafziger A. Scodary Andrew L. Maas 31 17 0 26 Oct 2020
Anomaly Detection on X-Rays Using Self-Supervised Aggregation Learning Behzad Bozorgtabar Dwarikanath Mahapatra Guillaume Vray Jean-Philippe Thiran 6 9 0 19 Oct 2020
CLAR: Contrastive Learning of Auditory Representations Haider Al-Tahan Y. Mohsenzadeh SSL 118 56 0 19 Oct 2020
What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions Kiana Ehsani Daniel Gordon T. Nguyen Roozbeh Mottaghi Ali Farhadi 3DH SSL 28 2 0 16 Oct 2020
Local plasticity rules can learn deep representations using self-supervised contrastive predictions Bernd Illing Jean-Paul Ventura G. Bellec W. Gerstner SSL DRL 54 69 0 16 Oct 2020
Viewmaker Networks: Learning Views for Unsupervised Representation Learning Alex Tamkin Mike Wu Noah D. Goodman SSL 28 64 0 14 Oct 2020
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 175 685 0 10 Oct 2020
Unsupervised Representation Learning by InvariancePropagation Feng Wang Huaping Liu Di Guo F. Sun SSL 39 33 0 07 Oct 2020
CO2: Consistent Contrast for Unsupervised Visual Representation Learning Chen Wei Huiyu Wang Wei Shen Alan Yuille SSL 36 62 0 05 Oct 2020
A Simple Framework for Uncertainty in Contrastive Learning Mike Wu Noah D. Goodman UQCV 28 18 0 05 Oct 2020
Conditional Negative Sampling for Contrastive Learning of Visual Representations Mike Wu Milan Mossé Chengxu Zhuang Daniel L. K. Yamins Noah D. Goodman SSL 36 77 0 05 Oct 2020
EqCo: Equivalent Rules for Self-supervised Contrastive Learning Benjin Zhu Junqiang Huang Zeming Li Xiangyu Zhang Jian Sun SSL 22 13 0 05 Oct 2020
Consensus Clustering With Unsupervised Representation Learning Jayanth Reddy Regatti A. Deshmukh Eren Manavoglu Ürün Dogan OOD SSL 26 20 0 03 Oct 2020
Hard Negative Mixing for Contrastive Learning Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 53 628 0 02 Oct 2020
Joint Contrastive Learning with Infinite Possibilities Qi Cai Yu Wang Yingwei Pan Ting Yao Tao Mei VLM 22 60 0 30 Sep 2020
Driver Anomaly Detection: A Dataset and Contrastive Learning Approach Okan Kopuklu Ji-ming Zheng Hang Xu Gerhard Rigoll 24 79 0 30 Sep 2020
A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification Haocong Rao Siqi Wang Xiping Hu Mingkui Tan Yi Guo Jun Cheng Xinwang Liu Bin Hu 3DH 28 66 0 05 Sep 2020
Delving into Inter-Image Invariance for Unsupervised Visual Representations Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL VLM 21 58 0 26 Aug 2020
Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination Xudong Wang Ziwei Liu Stella X. Yu SSL 20 76 0 09 Aug 2020
Deep Robust Clustering by Contrastive Learning Huasong Zhong C. L. Philip Chen Zhongming Jin Xiansheng Hua OOD 12 63 0 07 Aug 2020
Self-supervised Temporal Discriminative Learning for Video Representation Learning Jinpeng Wang Yiqi Lin A. J. Ma P. Yuen TTA 20 11 0 05 Aug 2020
LoCo: Local Contrastive Representation Learning Yuwen Xiong Mengye Ren R. Urtasun SSL DRL 35 69 0 04 Aug 2020
Memory-augmented Dense Predictive Coding for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 25 240 0 03 Aug 2020
Self-supervised Visual Attribute Learning for Fashion Compatibility Donghyun Kim Kuniaki Saito Samarth Mishra Stan Sclaroff Kate Saenko Bryan A. Plummer SSL 15 22 0 01 Aug 2020
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition Haocong Rao Shihao Xu Xiping Hu Jun Cheng Bin Hu 24 191 0 01 Aug 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas J. Guibas Or Litany 3DPC 141 622 0 21 Jul 2020
Multi-label Contrastive Predictive Coding Jiaming Song Stefano Ermon SSL VLM 19 49 0 20 Jul 2020
Semi-Siamese Training for Shallow Face Learning Hang Du Hailin Shi Yuchi Liu Jun Wang Zhen Lei Dan Zeng Tao Mei CVBM 3DH 16 27 0 16 Jul 2020
GraphCL: Contrastive Self-Supervised Learning of Graph Representations H. Hafidi Mounir Ghogho P. Ciblat A. Swami SSL 28 53 0 15 Jul 2020
Whitening for Self-Supervised Representation Learning Aleksandr Ermolov Aliaksandr Siarohin E. Sangineto N. Sebe SSL 33 308 0 13 Jul 2020