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ViSA-Flow: Accelerating Robot Skill Learning via Large-Scale Video Semantic Action Flow

2 May 2025

Papers citing "ViSA-Flow: Accelerating Robot Skill Learning via Large-Scale Video Semantic Action Flow"

26 / 26 papers shown

Title
Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation Yang Tian Sizhe Yang Jia Zeng P. Wang Dahua Lin Hao Dong Jiangmiao Pang 145 21 0 19 Dec 2024
Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion Kaizhe Hu Zihang Rui Yao He Yuyao Liu Pu Hua Huazhe Xu 90 1 0 07 Nov 2024
CoTracker3: Simpler and Better Point Tracking by Pseudo-Labelling Real Videos Nikita Karaev Iurii Makarov Jianyuan Wang Natalia Neverova Andrea Vedaldi Christian Rupprecht 59 68 0 15 Oct 2024
GR-MG: Leveraging Partially Annotated Data via Multi-Modal Goal Conditioned Policy Peiyan Li Hongtao Wu Yan Huang Chilam Cheang Liang Wang Tao Kong VGen 84 13 0 26 Aug 2024
Multimodal Diffusion Transformer: Learning Versatile Behavior from Multimodal Goals Moritz Reuss Ömer Erdinç Yagmurlu Fabian Wenzel Rudolf Lioutikov OffRL 95 51 0 08 Jul 2024
Learning Manipulation by Predicting Interaction Jia Zeng Qingwen Bu Bangjun Wang Wenke Xia Li Chen ... Heming Cui Bin Zhao Xuelong Li Yu Qiao Hongyang Li 107 26 0 01 Jun 2024
Imitation Learning: A Survey of Learning Methods, Environments and Metrics Nathan Gavenski Odinaldo Rodrigues Michael Luck 69 167 0 30 Apr 2024
VIEW: Visual Imitation Learning with Waypoints Ananth Jonnavittula Sagar Parekh Dylan P. Losey SSL 147 11 0 27 Apr 2024
Vid2Robot: End-to-end Video-conditioned Policy Learning with Cross-Attention Transformers Vidhi Jain Maria Attarian Nikhil J. Joshi Ayzaan Wahid Danny Driess ... Stefan Welker Christine Chan Igor Gilitschenski Yonatan Bisk Debidatta Dwibedi 122 32 0 19 Mar 2024
PRIME: Scaffolding Manipulation Tasks with Behavior Primitives for Data-Efficient Imitation Learning Tian Gao Soroush Nasiriany Huihan Liu Quantao Yang Yuke Zhu 99 8 0 01 Mar 2024
Unleashing Large-Scale Video Generative Pre-training for Visual Robot Manipulation Hongtao Wu Ya Jing Chi-Hou Cheang Guangzeng Chen Jiafeng Xu Xinghang Li Minghuan Liu Hang Li Tao Kong 123 111 0 20 Dec 2023
Visual Hindsight Self-Imitation Learning for Interactive Navigation Kibeom Kim Kisung Shin Min Whoo Lee Moonhoen Lee Minsu Lee Byoung-Tak Zhang 71 2 0 05 Dec 2023
Zero-Shot Robotic Manipulation with Pretrained Image-Editing Diffusion Models Kevin Black Mitsuhiko Nakamoto P. Atreya Homer Walke Chelsea Finn Aviral Kumar Sergey Levine DiffM LM&Ro 109 141 0 16 Oct 2023
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control Anthony Brohan Noah Brown Justice Carbajal Yevgen Chebotar Xi Chen ... Ted Xiao Peng Xu Sichun Xu Tianhe Yu Brianna Zitkovich LM&Ro LRM 177 1,285 0 28 Jul 2023
Language-Conditioned Imitation Learning with Base Skill Priors under Unstructured Data Hongkuan Zhou Zhenshan Bing Xiangtong Yao Xiaojie Su Chenguang Yang Kai-Qi Huang Alois C. Knoll LM&Ro 71 20 0 30 May 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 368 7,381 0 05 Apr 2023
Diffusion Policy: Visuomotor Policy Learning via Action Diffusion Cheng Chi Zhenjia Xu S. Feng Eric A. Cousineau Yilun Du Benjamin Burchfiel Russ Tedrake Shuran Song 349 1,231 0 07 Mar 2023
K-VIL: Keypoints-based Visual Imitation Learning Jianfeng Gao Z. Tao Noémie Jaquier Tamim Asfour VGen SSL 81 26 0 07 Sep 2022
Human-to-Robot Imitation in the Wild Shikhar Bahl Abhi Gupta Deepak Pathak 97 173 0 19 Jul 2022
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos Bowen Baker Ilge Akkaya Peter Zhokhov Joost Huizinga Jie Tang Adrien Ecoffet Brandon Houghton Raul Sampedro Jeff Clune OffRL 132 303 0 23 Jun 2022
What Matters in Language Conditioned Robotic Imitation Learning over Unstructured Data Oier Mees Lukás Hermann Wolfram Burgard LM&Ro 107 155 0 13 Apr 2022
CALVIN: A Benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks Oier Mees Lukás Hermann Erick Rosete-Beas Wolfram Burgard LM&Ro 113 263 0 06 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 477 7,819 0 11 Nov 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 972 29,810 0 26 Feb 2021
The "something something" video database for learning and evaluating visual common sense Raghav Goyal Samira Ebrahimi Kahou Vincent Michalski Joanna Materzynska S. Westphal ... Moritz Mueller-Freitag F. Hoppe Christian Thurau Ingo Bax Roland Memisevic VLM 98 1,542 0 13 Jun 2017
Time-Contrastive Networks: Self-Supervised Learning from Video P. Sermanet Corey Lynch Yevgen Chebotar Jasmine Hsu Eric Jang S. Schaal Sergey Levine SSL 105 830 0 23 Apr 2017