Transitive Invariance for Self-supervised Visual Representation Learning

9 August 2017

Papers citing "Transitive Invariance for Self-supervised Visual Representation Learning"

50 / 112 papers shown

Title
Space-Time Correspondence as a Contrastive Random Walk Allan Jabri Andrew Owens Alexei A. Efros SSL OT 28 292 0 25 Jun 2020
Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation Learning Yuan Yao Chang-rui Liu Dezhao Luo Yu Zhou QiXiang Ye 29 169 0 20 Jun 2020
Online Deep Clustering for Unsupervised Representation Learning Xiaohang Zhan Jiahao Xie Ziwei Liu Yew-Soon Ong Chen Change Loy OOD 48 184 0 18 Jun 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 48 4,009 0 17 Jun 2020
Distilling Localization for Self-Supervised Representation Learning Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 27 56 0 14 Apr 2020
PatchVAE: Learning Local Latent Codes for Recognition Kamal Gupta Saurabh Singh Abhinav Shrivastava SSL DRL 14 20 0 07 Apr 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 31 45 0 30 Mar 2020
Learning Video Object Segmentation from Unlabeled Videos Xiankai Lu Wenguan Wang Jianbing Shen Yu-Wing Tai David J. Crandall Guosheng Lin VOS 41 145 0 10 Mar 2020
Self-Supervised Visual Learning by Variable Playback Speeds Prediction of a Video Hyeon Cho Taehoon Kim H. Chang Wonjun Hwang 28 19 0 05 Mar 2020
Evolving Losses for Unsupervised Video Representation Learning A. Piergiovanni A. Angelova Michael S. Ryoo SSL 27 138 0 26 Feb 2020
Data Transformation Insights in Self-supervision with Clustering Tasks Abhimanu Kumar A. Deshmukh Ürün Dogan Denis Xavier Charles Eren Manavoglu 11 2 0 18 Feb 2020
Self-supervised ECG Representation Learning for Emotion Recognition Pritam Sarkar Ali Etemad SSL 22 262 0 04 Feb 2020
Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors Lulu Tang Ke Chen Chaozheng Wu Yu Hong Kui Jia Zhixin Yang 3DPC 26 24 0 14 Jan 2020
Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning Dezhao Luo Chang-rui Liu Yu Zhou Dongbao Yang Can Ma QiXiang Ye Weiping Wang SSL 25 160 0 02 Jan 2020
Self-Supervised Learning of Video-Induced Visual Invariances Michael Tschannen Josip Djolonga Marvin Ritter Aravindh Mahendran Xiaohua Zhai N. Houlsby Sylvain Gelly Mario Lucic SSL 18 61 0 05 Dec 2019
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 39 1,447 0 04 Dec 2019
Unsupervised Representation Learning by Discovering Reliable Image Relations Timo Milbich Omair Ghori Ferran Diego Bjorn Ommer OOD SSL 27 9 0 18 Nov 2019
Self-labelling via simultaneous clustering and representation learning Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 48 762 0 13 Nov 2019
Self-supervised Learning for ECG-based Emotion Recognition Pritam Sarkar Ali Etemad SSL 24 92 0 14 Oct 2019
When Does Self-supervision Improve Few-shot Learning? Jong-Chyi Su Subhransu Maji B. Hariharan 31 168 0 08 Oct 2019
Joint-task Self-supervised Learning for Temporal Correspondence Xueting Li Sifei Liu Shalini De Mello Xiaolong Wang Jan Kautz Ming-Hsuan Yang SSL 21 139 0 26 Sep 2019
Self-attention based BiLSTM-CNN classifier for the prediction of ischemic and non-ischemic cardiomyopathy Kavita Dubey Anant Agarwal Astitwa Sarthak Lathe Ranjeet Kumar V. Srivastava 7 1 0 24 Jul 2019
Canonical Surface Mapping via Geometric Cycle Consistency Nilesh Kulkarni Abhinav Gupta Shubham Tulsiani 19 97 0 23 Jul 2019
Boosting Supervision with Self-Supervision for Few-shot Learning Jong-Chyi Su Subhransu Maji B. Hariharan SSL AI4MH 20 19 0 17 Jun 2019
Implicit Label Augmentation on Partially Annotated Clips via Temporally-Adaptive Features Learning Y. Lu Ziyao Tang T. Javidi 16 0 0 24 May 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data Mathilde Caron Piotr Bojanowski Julien Mairal Armand Joulin SSL 30 9 0 03 May 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning Priya Goyal D. Mahajan Abhinav Gupta Ishan Misra SSL 24 396 0 03 May 2019
Self-supervised Learning for Video Correspondence Flow Zihang Lai Weidi Xie VOS 22 50 0 02 May 2019
A critical analysis of self-supervision, or what we can learn from a single image Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 27 145 0 30 Apr 2019
Unsupervised Deep Learning by Neighbourhood Discovery Jiabo Huang Qi Dong S. Gong Xiatian Zhu SSL 27 152 0 25 Apr 2019
Label Propagation for Deep Semi-supervised Learning Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 27 621 0 09 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos Shu Kong Charless C. Fowlkes 29 16 0 02 Apr 2019
Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification Yifan Sun Qin Xu Yali Li Chi Zhang Yikang Li Shengjin Wang Jian Sun 27 302 0 01 Apr 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings Chengxu Zhuang Alex Zhai Daniel L. K. Yamins SSL 44 444 0 29 Mar 2019
Self-Supervised Learning via Conditional Motion Propagation Xiaohang Zhan Xingang Pan Ziwei Liu Dahua Lin Chen Change Loy SSL 44 47 0 27 Mar 2019
Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data Xiaowei Hu Yitong Jiang Chi-Wing Fu Pheng-Ann Heng GAN 21 194 0 26 Mar 2019
Learning Correspondence from the Cycle-Consistency of Time Xinyu Wang Allan Jabri Alexei A. Efros SSL 36 486 0 18 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 20 1,689 0 16 Feb 2019
Depthwise Convolution is All You Need for Learning Multiple Visual Domains Yunhui Guo Yandong Li Rogerio Feris Liqiang Wang Tajana Simunic OOD 28 146 0 03 Feb 2019
Self-Supervised Visual Representations for Cross-Modal Retrieval Yash J. Patel Lluís Gómez Marçal Rusiñol Dimosthenis Karatzas C. V. Jawahar SSL 23 14 0 31 Jan 2019
Theoretical Guarantees of Deep Embedding Losses Under Label Noise Nam Le J. Odobez NoLa 14 1 0 06 Dec 2018
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction Longlong Jing Xiaodong Yang Jingen Liu Yingli Tian 37 154 0 28 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 51 1,325 0 29 Oct 2018
Unsupervised Learning of View-invariant Action Representations Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli SSL 34 99 0 06 Sep 2018
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition Unaiza Ahsan Rishi Madhok Irfan Essa SSL 16 106 0 22 Aug 2018
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning U. Büchler Biagio Brattoli Bjorn Ommer OOD SSL 22 114 0 30 Jul 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning Aravindh Mahendran James Thewlis Andrea Vedaldi SSL 24 61 0 15 Jul 2018
Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze SSL 6 1,864 0 15 Jul 2018
TextTopicNet - Self-Supervised Learning of Visual Features Through Embedding Images on Semantic Text Spaces Yash J. Patel L. G. I. Bigorda Raul Gomez Marçal Rusiñol Dimosthenis Karatzas C. V. Jawahar SSL 12 8 0 04 Jul 2018
Human Action Recognition and Prediction: A Survey Yu Kong Y. Fu 38 606 0 28 Jun 2018