Cross-task weakly supervised learning from instructional videos

19 March 2019

Dimitri Zhukov

Jean-Baptiste Alayrac

Papers citing "Cross-task weakly supervised learning from instructional videos"

50 / 57 papers shown

Title
Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions Chang Zong Bin Li Shoujun Zhou Jian Wan Lei Zhang 129 0 0 22 Apr 2025
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 46 0 0 10 Apr 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
Learning Human Skill Generators at Key-Step Levels Yilu Wu Chenhui Zhu Shuai Wang Hanlin Wang Jing Wang Zhaoxiang Zhang Limin Wang VGen 112 0 0 12 Feb 2025
TimeLogic: A Temporal Logic Benchmark for Video QA S. Swetha Hilde Kuehne Mubarak Shah 41 1 0 13 Jan 2025
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos Luigi Seminara G. Farinella Antonino Furnari 64 7 0 10 Jan 2025
Audio-Language Datasets of Scenes and Events: A Survey Gijs Wijngaard Elia Formisano Michele Esposito M. Dumontier 81 2 0 10 Jan 2025
Egocentric and Exocentric Methods: A Short Survey Anirudh Thatipelli Shao-Yuan Lo Amit K. Roy-Chowdhury EgoV 42 2 0 27 Oct 2024
ExpertAF: Expert Actionable Feedback from Video Kumar Ashutosh Tushar Nagarajan Georgios Pavlakos Kris M. Kitani Kristen Grauman VGen 44 2 0 01 Aug 2024
GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension Jiafeng Liang Shixin Jiang Zekun Wang Haojie Pan Zerui Chen Zheng Chu Ming Liu Ruiji Fu Zhongyuan Wang Bing Qin 29 2 0 26 Jun 2024
X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization Anna Kukleva Fadime Sener Edoardo Remelli Bugra Tekin Eric Sauser Bernt Schiele Shugao Ma VLM EgoV 42 1 0 28 Mar 2024
Video ReCap: Recursive Captioning of Hour-Long Videos Md. Mohaiminul Islam Ngan Ho Xitong Yang Tushar Nagarajan Lorenzo Torresani Gedas Bertasius VGen VLM 32 44 0 20 Feb 2024
A Strong Baseline for Temporal Video-Text Alignment Zeqian Li Qirui Chen Tengda Han Ya-Qin Zhang Yanfeng Wang Weidi Xie AI4TS VGen 26 5 0 21 Dec 2023
Spacewalk-18: A Benchmark for Multimodal and Long-form Procedural Video Understanding in Novel Domains Rohan Myer Krishnan Zitian Tang Zhiqiu Yu Chen Sun 53 1 0 30 Nov 2023
BIT: Bi-Level Temporal Modeling for Efficient Supervised Action Segmentation Zijia Lu Ehsan Elhamifar 40 2 0 28 Aug 2023
Every Mistake Counts in Assembly Guodong Ding Fadime Sener Shugao Ma Angela Yao 32 12 0 31 Jul 2023
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? Qi Zhao Shijie Wang Ce Zhang Changcheng Fu Minh Quan Do Nakul Agarwal Kwonjoon Lee Chen Sun LM&Ro 46 49 0 31 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 27 20 0 27 Jul 2023
Learning Fine-grained View-Invariant Representations from Unpaired Ego-Exo Videos via Temporal Alignment Zihui Xue Kristen Grauman EgoV 31 30 0 08 Jun 2023
Non-Sequential Graph Script Induction via Multimedia Grounding Yu Zhou Sha Li Manling Li Xudong Lin Shih-Fu Chang Mohit Bansal Heng Ji 25 8 0 27 May 2023
Procedure-Aware Pretraining for Instructional Video Understanding Honglu Zhou Roberto Martín-Martín Mubbasir Kapadia Silvio Savarese Juan Carlos Niebles 25 38 0 31 Mar 2023
What, when, and where? -- Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions Brian Chen Nina Shvetsova Andrew Rouditchenko D. Kondermann Samuel Thomas Shih-Fu Chang Rogerio Feris James R. Glass Hilde Kuehne 32 7 0 29 Mar 2023
Hierarchical Video-Moment Retrieval and Step-Captioning Abhaysinh Zala Jaemin Cho Satwik Kottur Xilun Chen Barlas Ouguz Yasher Mehdad Mohit Bansal 3DV 18 51 0 29 Mar 2023
PDPP: Projected Diffusion for Procedure Planning in Instructional Videos Hanlin Wang Yilu Wu Sheng Guo Limin Wang VGen DiffM 67 30 0 26 Mar 2023
LaMPP: Language Models as Probabilistic Priors for Perception and Action Belinda Z. Li William Chen Pratyusha Sharma Jacob Andreas 24 15 0 03 Feb 2023
Action Dynamics Task Graphs for Learning Plannable Representations of Procedural Tasks Weichao Mao Ruta Desai Michael L. Iuzzolino Nitin Kamra 24 5 0 11 Jan 2023
HierVL: Learning Hierarchical Video-Language Embeddings Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman VLM AI4TS 22 51 0 05 Jan 2023
What You Say Is What You Show: Visual Narration Detection in Instructional Videos Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman 18 4 0 05 Jan 2023
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 24 14 0 17 Nov 2022
Robust Action Segmentation from Timestamp Supervision Yaser Souri Yazan Abu Farha Emad Bahrami Gianpiero Francesca Juergen Gall 19 6 0 12 Oct 2022
A Closer Look at Temporal Ordering in the Segmentation of Instructional Videos Anil Batra Shreyank N. Gowda Frank Keller Laura Sevilla-Lara 24 5 0 30 Sep 2022
TVLT: Textless Vision-Language Transformer Zineng Tang Jaemin Cho Yixin Nie Mohit Bansal VLM 51 28 0 28 Sep 2022
Video Question Answering with Iterative Video-Text Co-Tokenization A. Piergiovanni K. Morton Weicheng Kuo Michael S. Ryoo A. Angelova 20 17 0 01 Aug 2022
Disentangled Action Recognition with Knowledge Bases Zhekun Luo Shalini Ghosh Devin Guillory Keizo Kato Trevor Darrell Huijuan Xu 21 7 0 04 Jul 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Y. S. Rawat M. Shah SSL 34 131 0 18 Jun 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 26 45 0 04 May 2022
Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation Wangbo Zhao Kai Wang Xiangxiang Chu Fuzhao Xue Xinchao Wang Yang You 29 21 0 06 Apr 2022
Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities Fadime Sener Dibyadip Chatterjee Daniel Shelepov Kun He Dipika Singhania Robert Y. Wang Angela Yao VGen 19 204 0 28 Mar 2022
Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning Juncheng Li Junlin Xie Long Qian Linchao Zhu Siliang Tang Fei Wu Yi Yang Yueting Zhuang X. Wang 36 73 0 24 Mar 2022
How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs Hazel Doughty Cees G. M. Snoek 25 19 0 23 Mar 2022
Look for the Change: Learning Object States and State-Modifying Actions from Untrimmed Web Videos Tomávs Souvcek Jean-Baptiste Alayrac Antoine Miech Ivan Laptev Josef Sivic 21 32 0 22 Mar 2022
When Did It Happen? Duration-informed Temporal Localization of Narrated Actions in Vlogs Oana Ignat Santiago Castro Yuhang Zhou Jiajun Bao Dandan Shan Rada Mihalcea 18 3 0 16 Feb 2022
Learning To Recognize Procedural Activities with Distant Supervision Xudong Lin Fabio Petroni Gedas Bertasius Marcus Rohrbach Shih-Fu Chang Lorenzo Torresani 22 82 0 26 Jan 2022
Boundary-aware Self-supervised Learning for Video Scene Segmentation Jonghwan Mun Minchul Shin Gunsoo Han Sangho Lee S. Ha Joonseok Lee Eun-Sol Kim SSL 44 20 0 14 Jan 2022
Bridging Video-text Retrieval with Multiple Choice Questions Yuying Ge Yixiao Ge Xihui Liu Dian Li Ying Shan Xiaohu Qie Ping Luo BDL 18 108 0 13 Jan 2022
Low-Rank Constraints for Fast Inference in Structured Models Justin T. Chiu Yuntian Deng Alexander M. Rush BDL 29 13 0 08 Jan 2022
SVIP: Sequence VerIfication for Procedures in Videos Yichen Qian Weixin Luo Dongze Lian Xu Tang P. Zhao Shenghua Gao ViT 21 17 0 13 Dec 2021
Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval Nina Shvetsova Brian Chen Andrew Rouditchenko Samuel Thomas Brian Kingsbury Rogerio Feris David F. Harwath James R. Glass Hilde Kuehne ViT 28 129 0 08 Dec 2021
Object-Region Video Transformers Roei Herzig Elad Ben-Avraham K. Mangalam Amir Bar Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 21 82 0 13 Oct 2021
Survey: Transformer based Video-Language Pre-training Ludan Ruan Qin Jin VLM ViT 69 44 0 21 Sep 2021