Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos

10 January 2025

Papers citing "Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos"

11 / 11 papers shown

Title
Memory-efficient Streaming VideoLLMs for Real-time Procedural Video Understanding Dibyadip Chatterjee Edoardo Remelli Yale Song Bugra Tekin Abhay Mittal ... Shreyas Hampali Eric Sauser Shugao Ma Angela Yao Fadime Sener VLM 25 0 0 10 Apr 2025
Modeling Multiple Normal Action Representations for Error Detection in Procedural Tasks Wei-Jin Huang Yuan-Ming Li Zhi-Wei Xia Yu-Ming Tang Kun-Yu Lin Jian-Fang Hu Wei-Shi Zheng 39 0 0 28 Mar 2025
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 40 0 0 27 Mar 2025
Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos Luigi Seminara G. Farinella Antonino Furnari 72 0 0 25 Feb 2025
TI-PREGO: Chain of Thought and In-Context Learning for Online Mistake Detection in PRocedural EGOcentric Videos Leonardo Plini Luca Scofano Edoardo De Matteis Guido Maria DÁmely di Melendugno Alessandro Flaborea Andrea Sanchietti G. Farinella Fabio Galasso Antonino Furnari EgoV LRM 30 1 0 04 Nov 2024
EgoOops: A Dataset for Mistake Action Detection from Egocentric Videos Referring to Procedural Texts Yuto Haneji Taichi Nishimura Hirotaka Kameko Keisuke Shirai Tomoya Yoshida Keiya Kajimura Koki Yamamoto Taiyu Cui Tomohiro Nishimoto Shinsuke Mori EgoV 31 2 0 07 Oct 2024
PREGO: online mistake detection in PRocedural EGOcentric videos Alessandro Flaborea Guido Maria DÁmely di Melendugno Leonardo Plini Luca Scofano Edoardo De Matteis Antonino Furnari G. Farinella Fabio Galasso EgoV 35 11 0 02 Apr 2024
CaptainCook4D: A dataset for understanding errors in procedural activities Rohith Peddi Shivvrat Arya B. Challa Likhitha Pallapothula Akshay Vyas ... Vasundhara Komaragiri Eric D. Ragan Nicholas Ruozzi Yu Xiang Vibhav Gogate 30 7 0 22 Dec 2023
United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning from Videos Siddhant Bansal Chetan Arora C. V. Jawahar 40 1 0 06 Nov 2023
Learning and Verification of Task Structure in Instructional Videos Medhini Narasimhan Licheng Yu Sean Bell Ning Zhang Trevor Darrell 50 19 0 23 Mar 2023
Graph2Vid: Flow graph to Video Grounding for Weakly-supervised Multi-Step Localization Nikita Dvornik Isma Hadji Hai X. Pham Dhaivat Bhatt Brais Martínez Afsaneh Fazly Allan D. Jepson 53 6 0 10 Oct 2022