United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning from Videos

6 November 2023

Papers citing "United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning from Videos"

32 / 32 papers shown

Title
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning Chi-Hsi Kung Frangil Ramirez Juhyung Ha Yi-Ting Chen David J. Crandall Yi-Hsuan Tsai 114 1 0 27 Mar 2025
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos Luigi Seminara G. Farinella Antonino Furnari 115 9 0 10 Jan 2025
TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency Medhini Narasimhan Arsha Nagrani Chen Sun Michael Rubinstein Trevor Darrell Anna Rohrbach Cordelia Schmid 67 35 0 14 Aug 2022
P3IV: Probabilistic Procedure Planning from Instructional Videos with Weak Supervision Henghui Zhao Isma Hadji Nikita Dvornik Konstantinos G. Derpanis Richard P. Wildes Allan D. Jepson 80 46 0 04 May 2022
MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution Chenyu You Lianyi Han Aosong Feng Ruihan Zhao Hui Tang Wei Fan 59 13 0 28 Oct 2021
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering Sateesh Kumar S. Haresh Awais Ahmed Andrey Konin M. Zia Quoc-Huy Tran SSL 88 48 0 27 May 2021
Understanding Human Hands in Contact at Internet Scale Dandan Shan Jiaqi Geng Michelle Shu David Fouhey 108 325 0 11 Jun 2020
Learning to Segment Actions from Observation and Narration Daniel Fried Jean-Baptiste Alayrac Phil Blunsom Chris Dyer S. Clark Aida Nematzadeh 109 32 0 07 May 2020
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences Rosaura G. VidalMata Walter J. Scheirer Anna Kukleva David D. Cox Hilde Kuehne 60 49 0 29 Jan 2020
Action Modifiers: Learning from Adverbs in Instructional Videos Hazel Doughty Ivan Laptev W. Mayol-Cuevas Dima Damen 78 30 0 13 Dec 2019
G-TAD: Sub-Graph Localization for Temporal Action Detection Mengmeng Xu Chen Zhao D. Rojas Ali K. Thabet Guohao Li 132 437 0 26 Nov 2019
Video Representation Learning by Dense Predictive Coding Tengda Han Weidi Xie Andrew Zisserman SSL 104 361 0 10 Sep 2019
Graph Convolutional Networks for Temporal Action Localization Runhao Zeng Wenbing Huang Mingkui Tan Yu Rong P. Zhao Junzhou Huang Chuang Gan GNN 91 480 0 07 Sep 2019
VideoGraph: Recognizing Minutes-Long Human Activities in Videos Noureldien Hussein E. Gavves A. Smeulders 146 77 0 13 May 2019
DynamoNet: Dynamic Action and Motion Network Ali Diba Vivek Sharma Luc Van Gool Rainer Stiefelhagen 85 110 0 25 Apr 2019
Unsupervised learning of action classes with continuous temporal embedding Anna Kukleva Hilde Kuehne Fadime Sener Juergen Gall 70 107 0 08 Apr 2019
Cross-task weakly supervised learning from instructional videos Dimitri Zhukov Jean-Baptiste Alayrac R. G. Cinbis David Fouhey Ivan Laptev Josef Sivic SSL 138 250 0 19 Mar 2019
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 310 460 0 30 Nov 2018
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles Dahun Kim Donghyeon Cho In So Kweon SSL 91 349 0 24 Nov 2018
Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video Demonstration De-An Huang Suraj Nair Danfei Xu Yuke Zhu Animesh Garg Li Fei-Fei Silvio Savarese Juan Carlos Niebles 79 140 0 10 Jul 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 122 756 0 05 Jun 2018
Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment Li Ding Chenliang Xu 95 180 0 28 Mar 2018
DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks Unaiza Ahsan Chen Sun Irfan Essa GAN 60 44 0 22 Jan 2018
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 240 8,045 0 22 May 2017
Towards Automatic Learning of Procedures from Web Instructional Videos Luowei Zhou Chenliang Xu Jason J. Corso EgoV 79 831 0 28 Mar 2017
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 198 1,470 0 08 Sep 2016
Connectionist Temporal Modeling for Weakly Supervised Action Labeling De-An Huang Li Fei-Fei Juan Carlos Niebles 84 239 0 28 Jul 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 196 10,924 0 03 Jul 2016
Unsupervised Learning from Narrated Instruction Videos Jean-Baptiste Alayrac Piotr Bojanowski Nishant Agrawal Josef Sivic Ivan Laptev Simon Lacoste-Julien SSL 88 289 0 30 Jun 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 164 2,593 0 16 Feb 2015
Weakly Supervised Action Labeling in Videos Under Ordering Constraints Piotr Bojanowski Rémi Lajugie Francis R. Bach Ivan Laptev Jean Ponce Cordelia Schmid Josef Sivic 67 238 0 04 Jul 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 267 9,816 0 26 Mar 2014