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AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?

31 July 2023

Shijie Wang

Papers citing "AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?"

35 / 35 papers shown

Title
Predicting Implicit Arguments in Procedural Video Instructions Anil Batra Laura Sevilla-Lara Marcus Rohrbach Frank Keller 49 0 0 27 May 2025
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models Guanghao Zhou Panjia Qiu Chong Chen Jiadong Wang Zheming Yang Jian Xu Minghui Qiu OffRL LRM 172 8 0 30 Apr 2025
Anticipate & Act : Integrating LLMs and Classical Planning for Efficient Task Execution in Household Environments Raghav Arora Shivam Singh Karthik Swaminathan Ahana Datta Snehasis Banerjee Brojeshwar Bhowmick Krishna Murthy Jatavallabhula Mohan Sridharan M. Krishna LLMAG 106 11 0 04 Feb 2025
Interact with me: Joint Egocentric Forecasting of Intent to Interact, Attitude and Social Actions Tongfei Bian Yiming Ma Mathieu Chollet Victor Sanchez T. Guha EgoV 145 1 0 21 Dec 2024
Comparing Apples to Oranges: LLM-powered Multimodal Intention Prediction in an Object Categorization Task Hassan Ali Philipp Allgeuer Stefan Wermter 112 2 0 12 Apr 2024
Technical Report for Ego4D Long Term Action Anticipation Challenge 2023 Tatsuya Ishibashi Kosuke Ono Noriyuki Kugo Yuji Sato 49 6 0 04 Jul 2023
VideoLLM: Modeling Video Sequence with Large Language Models Guo Chen Yin-Dong Zheng Jiahao Wang Jilan Xu Yifei Huang ... Yi Wang Yali Wang Yu Qiao Tong Lu Limin Wang MLLM 126 84 0 22 May 2023
Learning and Verification of Task Structure in Instructional Videos Medhini Narasimhan Licheng Yu Sean Bell Ning Zhang Trevor Darrell 102 19 0 23 Mar 2023
Rethinking Learning Approaches for Long-Term Action Anticipation Megha Nawhal Akash Abdu Jyothi Greg Mori AI4TS 49 28 0 20 Oct 2022
Text-Derived Knowledge Helps Vision: A Simple Cross-modal Distillation for Video-based Action Anticipation Sayontan Ghosh Tanvi Aggarwal Minh Hoai Niranjan Balasubramanian VLM 52 4 0 12 Oct 2022
Video + CLIP Baseline for Ego4D Long-term Action Anticipation Srijan Das Michael S. Ryoo VLM CLIP 53 17 0 01 Jul 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 78 46 0 04 May 2022
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances Michael Ahn Anthony Brohan Noah Brown Yevgen Chebotar Omar Cortes ... Ted Xiao Peng Xu Sichun Xu Mengyuan Yan Andy Zeng LM&Ro 192 1,984 0 04 Apr 2022
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language Andy Zeng Maria Attarian Brian Ichter K. Choromanski Adrian S. Wong ... Michael S. Ryoo Vikas Sindhwani Johnny Lee Vincent Vanhoucke Peter R. Florence ReLM LRM 152 588 0 01 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 81 220 0 28 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 67 33 0 22 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 823 9,644 0 28 Jan 2022
Learning To Recognize Procedural Activities with Distant Supervision Xudong Lin Fabio Petroni Gedas Bertasius Marcus Rohrbach Shih-Fu Chang Lorenzo Torresani 82 87 0 26 Jan 2022
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 399 1,107 0 13 Oct 2021
Procedure Planning in Instructional Videos via Contextual Modeling and Model-based Policy Learning Jing Bi Jiebo Luo Chenliang Xu 110 49 0 05 Oct 2021
PlaTe: Visually-Grounded Planning with Transformers in Procedural Tasks Jiankai Sun De-An Huang Bo Lu Yunhui Liu Bolei Zhou Animesh Garg 51 56 0 10 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 217 3,778 0 03 Sep 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 483 10,496 0 17 Jun 2021
Anticipative Video Transformer Rohit Girdhar Kristen Grauman ViT 65 211 0 03 Jun 2021
Long-Term Anticipation of Activities with Cycle Consistency Yazan Abu Farha Qiuhong Ke Bernt Schiele Juergen Gall AI4TS 68 44 0 02 Sep 2020
VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation Jiyang Gao Chen Sun Hang Zhao Yi Shen Dragomir Anguelov Congcong Li Cordelia Schmid 128 814 0 08 May 2020
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines Dima Damen Hazel Doughty G. Farinella Sanja Fidler Antonino Furnari ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 71 235 0 29 Apr 2020
EGO-TOPO: Environment Affordances from Egocentric Video Tushar Nagarajan Yanghao Li Christoph Feichtenhofer Kristen Grauman EgoV 121 123 0 14 Jan 2020
Procedure Planning in Instructional Videos C. Chang De-An Huang Danfei Xu Ehsan Adeli Li Fei-Fei Juan Carlos Niebles 75 103 0 02 Jul 2019
VideoGraph: Recognizing Minutes-Long Human Activities in Videos Noureldien Hussein E. Gavves A. Smeulders 140 77 0 13 May 2019
Cross-task weakly supervised learning from instructional videos Dimitri Zhukov Jean-Baptiste Alayrac R. G. Cinbis David Fouhey Ivan Laptev Josef Sivic SSL 126 250 0 19 Mar 2019
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 166 3,282 0 10 Dec 2018
When will you do what? - Anticipating Temporal Occurrences of Activities Yazan Abu Farha Alexander Richard Juergen Gall 68 191 0 03 Apr 2018
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 235 8,037 0 22 May 2017
Towards Automatic Learning of Procedures from Web Instructional Videos Luowei Zhou Chenliang Xu Jason J. Corso EgoV 75 830 0 28 Mar 2017