Towards Automatic Learning of Procedures from Web Instructional Videos

28 March 2017

Papers citing "Towards Automatic Learning of Procedures from Web Instructional Videos"

50 / 159 papers shown

Title
StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant Haibo Wang Bo Feng Zhengfeng Lai Mingze Xu Shiyu Li Weifeng Ge Afshin Dehghan Meng Cao Ping-Chia Huang OffRL 51 0 0 08 May 2025
R^3-VQA: "Read the Room" by Video Social Reasoning Lixing Niu Jiapeng Li Xingping Yu Shu Wang Ruining Feng Bo Wu Ping Wei Yue Wang Lifeng Fan 51 0 0 07 May 2025
TEMPURA: Temporal Event Masked Prediction and Understanding for Reasoning in Action Jen-Hao Cheng Vivian Wang Huayu Wang Huapeng Zhou Yi-Hao Peng ... Wenhao Chai Yi-Ling Chen Vibhav Vineet Qin Cai Lei Li AI4TS 154 0 0 02 May 2025
Hierarchical and Multimodal Data for Daily Activity Understanding Ghazal Kaviani Yavuz Yarici Seulgi Kim Mohit Prabhushankar Ghassan AlRegib Mashhour Solh Ameya Patil 57 0 0 24 Apr 2025
Circinus: Efficient Query Planner for Compound ML Serving Banruo Liu Wei-Yu Lin Minghao Fang Yihan Jiang Fan Lai LRM 36 0 0 23 Apr 2025
ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams C. Kim Jihwan Moon Sangwoo Moon Heeseung Yun Sihaeng Lee Aniruddha Kembhavi Soonyoung Lee Gunhee Kim Sangho Lee Christopher Clark 34 0 0 21 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
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting Yunlong Tang Jing Bi Chao Huang Susan Liang Daiki Shimada ... Jinxi He Liu He Zeliang Zhang Jiebo Luo Chenliang Xu 37 0 0 07 Apr 2025
VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models Dahun Kim A. Piergiovanni Ganesh Mallya A. Angelova CoGe 41 0 0 04 Apr 2025
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization Iñigo Pikabea Iñaki Lacunza Oriol Pareras Carlos Escolano Aitor Gonzalez-Agirre Javier Hernando Marta Villegas VLM 52 0 0 28 Mar 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents Boyu Chen Zhengrong Yue Siran Chen Zehua Wang Yang Liu Peng Li Yue Wang VLM 168 0 0 13 Mar 2025
Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection Yucheng Suo Fan Ma Kaixin Shen Linchao Zhu Yi Yang VLM 52 0 0 12 Mar 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 162 0 0 12 Mar 2025
Prompt2LVideos: Exploring Prompts for Understanding Long-Form Multimodal Videos Soumya Jahagirdar Jayasree Saha C. V. Jawahar 56 0 0 11 Mar 2025
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding Shehreen Azad Vibhav Vineet Y. S. Rawat VLM 142 1 0 11 Mar 2025
Raccoon: Multi-stage Diffusion Training with Coarse-to-Fine Curating Videos Zhiyu Tan Junyan Wang Hao Yang Luozheng Qin Hesen Chen Qiang-feng Zhou Hao Li VGen 69 0 0 28 Feb 2025
Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos Luigi Seminara G. Farinella Antonino Furnari 77 0 0 25 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 105 4 0 12 Feb 2025
VideoAuteur: Towards Long Narrative Video Generation Junfei Xiao Feng Cheng Lu Qi Liangke Gui Jiepeng Cen Zhibei Ma Alan L. Yuille Lu Jiang VGen 58 2 0 10 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
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames Pinelopi Papalampidi Skanda Koppula Shreya Pathak Justin T Chiu Joseph Heyward Viorica Patraucean Jiajun Shen Antoine Miech Andrew Zisserman Aida Nematzdeh VLM 63 24 0 31 Dec 2024
TimeRefine: Temporal Grounding with Time Refining Video LLM Xizi Wang Feng Cheng Ziyang Wang Huiyu Wang Md. Mohaiminul Islam Lorenzo Torresani Joey Tianyi Zhou Gedas Bertasius David J. Crandall 109 1 0 12 Dec 2024
Video LLMs for Temporal Reasoning in Long Videos Fawad Javed Fateh Umer Ahmed Hamza Khan M. Zia Quoc-Huy Tran VLM 89 0 0 04 Dec 2024
Progress-Aware Video Frame Captioning Zihui Xue Joungbin An Xitong Yang Kristen Grauman 100 1 0 03 Dec 2024
MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation Weijia Wu Mingyu Liu Zeyu Zhu Xi Xia Haoen Feng Wen Wang Kevin Qinghong Lin Chunhua Shen Mike Zheng Shou DiffM VGen 122 1 0 22 Nov 2024
On the Consistency of Video Large Language Models in Temporal Comprehension Minjoon Jung Junbin Xiao Byoung-Tak Zhang Angela Yao 87 2 0 20 Nov 2024
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning Xiangyu Zeng Kunchang Li Chenting Wang Xinhao Li Tianxiang Jiang ... Zhengrong Yue Yi Wang Yali Wang Yu Qiao Limin Wang MLLM VLM AI4TS 71 15 0 25 Oct 2024
FIOVA: A Multi-Annotator Benchmark for Human-Aligned Video Captioning Shiyu Hu Xuchen Li Xiaolong Li Jing Zhang Yipei Wang Xin Zhao Kang Hao Cheong VLM 26 1 0 20 Oct 2024
MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval Reno Kriz Kate Sanders David Etter Kenton W. Murray Cameron Carpenter ... Alexander Martin Ronald Colaianni Nolan King Eugene Yang Benjamin Van Durme VGen 45 2 0 15 Oct 2024
Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content Qiuheng Wang Yukai Shi Jiarong Ou R. J. Chen Ke Lin ... Mingwu Zheng Xin Tao Fei Yang Pengfei Wan Di Zhang VGen 88 19 0 10 Oct 2024
TRACE: Temporal Grounding Video LLM via Causal Event Modeling Yongxin Guo Jingyu Liu Mingda Li Xiaoying Tang Qingbin Liu Xiaoying Tang 39 14 0 08 Oct 2024
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark Wenhao Chai Enxin Song Y. Du Chenlin Meng Vashisht Madhavan Omer Bar-Tal Jeng-Neng Hwang Saining Xie Christopher D. Manning 3DV 84 26 0 04 Oct 2024
An Empirical Comparison of Video Frame Sampling Methods for Multi-Modal RAG Retrieval Mahesh Kandhare Thibault Gisselbrecht 35 5 0 22 Jul 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
VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling Zeyue Tian Zhaoyang Liu Ruibin Yuan Jiahao Pan Xiaoqiang Huang Xu Tan Xu Tan Qifeng Chen Y. Guo VGen 102 16 0 06 Jun 2024
A Modular Approach for Multimodal Summarization of TV Shows Louis Mahon Mirella Lapata 26 9 0 06 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 35 44 0 20 Feb 2024
VideoPrism: A Foundational Visual Encoder for Video Understanding Long Zhao N. B. Gundavarapu Liangzhe Yuan Hao Zhou Shen Yan ... Huisheng Wang Hartwig Adam Mikhail Sirotenko Ting Liu Boqing Gong VGen 43 29 0 20 Feb 2024
A Strong Baseline for Temporal Video-Text Alignment Zeqian Li Qirui Chen Tengda Han Ya Zhang Yanfeng Wang Weidi Xie AI4TS VGen 43 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 56 1 0 30 Nov 2023
Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models Munan Ning Bin Zhu Yujia Xie Bin Lin Jiaxi Cui Lu Yuan Dongdong Chen Li-ming Yuan ELM MLLM 27 58 0 27 Nov 2023
Multi Sentence Description of Complex Manipulation Action Videos Fatemeh Ziaeetabar Reza Safabakhsh S. Momtazi M. Tamosiunaite F. Worgotter 31 1 0 13 Nov 2023
AutoAD II: The Sequel -- Who, When, and What in Movie Audio Description Tengda Han Max Bain Arsha Nagrani Gül Varol Weidi Xie Andrew Zisserman VGen DiffM 32 36 0 10 Oct 2023
Deep Variational Multivariate Information Bottleneck -- A Framework for Variational Losses Eslam Abdelaleem I. Nemenman K. M. Martini 30 5 0 05 Oct 2023
ViCo: Engaging Video Comment Generation with Human Preference Rewards Yuchong Sun Bei Liu Xu Chen Ruihua Song Jianlong Fu VGen 22 2 0 22 Aug 2023
Explore and Tell: Embodied Visual Captioning in 3D Environments Anwen Hu Shizhe Chen Liang Zhang Qin Jin LM&Ro 38 2 0 21 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 51 49 0 31 Jul 2023
VLAB: Enhancing Video Language Pre-training by Feature Adapting and Blending Xingjian He Sihan Chen Fan Ma Zhicheng Huang Xiaojie Jin Zikang Liu Dongmei Fu Yi Yang Jiaheng Liu Jiashi Feng VLM CLIP 23 17 0 22 May 2023