Representation Learning with Video Deep InfoMax

27 July 2020

Papers citing "Representation Learning with Video Deep InfoMax"

23 / 23 papers shown

Title
Scaling 4D Representations João Carreira Dilara Gokay Michael King Chuhan Zhang Ignacio Rocco ... Viorica Patraucean Dima Damen Pauline Luc Mehdi S. M. Sajjadi Andrew Zisserman 80 3 0 19 Dec 2024
Text Attribute Control via Closed-Loop Disentanglement Lei Sha Thomas Lukasiewicz DRL 30 2 0 01 Dec 2023
Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies Yaochen Xie Z. Xie Sheikh Muhammad Saiful Islam D. Zhi Shuiwang Ji MedIm 23 0 0 26 Sep 2023
Language-based Action Concept Spaces Improve Video Self-Supervised Learning Kanchana Ranasinghe Michael S. Ryoo SSL VLM 28 12 0 20 Jul 2023
HomE: Homography-Equivariant Video Representation Learning Anirudh Sriram Adrien Gaidon Jiajun Wu Juan Carlos Niebles L. Fei-Fei Ehsan Adeli SSL AI4TS 18 2 0 02 Jun 2023
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements Girish Narayanswamy Yujia Liu Yuzhe Yang Chengqian Ma Xin Liu Daniel J. McDuff Shwetak N. Patel 44 14 0 21 Mar 2023
Joint Embedding Predictive Architectures Focus on Slow Features Vlad Sobal V. JyothirS Siddhartha Jalagam Nicolas Carion Kyunghyun Cho Yann LeCun 6 8 0 20 Nov 2022
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos S. H. Khorasgani Yuxuan Chen Florian Shkurti SSL 40 23 0 25 Jun 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Y. S. Rawat M. Shah SSL 26 131 0 18 Jun 2022
INFOrmation Prioritization through EmPOWERment in Visual Model-Based RL Homanga Bharadhwaj Mohammad Babaeizadeh D. Erhan Sergey Levine 12 31 0 18 Apr 2022
Time-Equivariant Contrastive Video Representation Learning Simon Jenni Hailin Jin SSL AI4TS 135 60 0 07 Dec 2021
Self-supervised Video Transformer Kanchana Ranasinghe Muzammal Naseer Salman Khan F. Khan Michael S. Ryoo ViT 26 84 0 02 Dec 2021
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting Martine Toering Ioannis Gatopoulos M. Stol Vincent Tao Hu SSL 25 11 0 18 Jun 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video Guangting Wang Yizhou Zhou Chong Luo Wenxuan Xie Wenjun Zeng Zhiwei Xiong SSL 19 24 0 06 May 2021
Contrastive Learning of Global-Local Video Representations Shuang Ma Zhaoyang Zeng Daniel J. McDuff Yale Song SSL 22 7 0 07 Apr 2021
Broaden Your Views for Self-Supervised Video Learning Adrià Recasens Pauline Luc Jean-Baptiste Alayrac Luyu Wang Ross Hemsley ... Florent Altché M. Valko Jean-Bastien Grill Aaron van den Oord Andrew Zisserman SSL AI4TS 23 127 0 30 Mar 2021
TCLR: Temporal Contrastive Learning for Video Representation I. Dave Rohit Gupta Mamshad Nayeem Rizve Mubarak Shah SSL AI4TS 13 174 0 20 Jan 2021
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents Mohammad Kachuee Hao Yuan Young-Bum Kim Sungjin Lee 6 25 0 21 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 10 2 0 16 Oct 2020
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy A. Smeaton SSL AI4TS 164 684 0 10 Oct 2020
Hard Negative Mixing for Contrastive Learning Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 27 627 0 02 Oct 2020
Fixing the train-test resolution discrepancy: FixEfficientNet Hugo Touvron Andrea Vedaldi Matthijs Douze Hervé Jégou AAML 181 110 0 18 Mar 2020
On Compositions of Transformations in Contrastive Self-Supervised Learning Mandela Patrick Yuki M. Asano Polina Kuznetsova Ruth C. Fong João F. Henriques Geoffrey Zweig Andrea Vedaldi 16 49 0 09 Mar 2020