Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better

Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better

29 May 2025

Jost Tobias Springenberg

Lucy Xiaoyang Shi

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Papers citing "Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better"

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Title
CEED-VLA: Consistency Vision-Language-Action Model with Early-Exit Decoding Wenxuan Song Jiayi Chen Pengxiang Ding Yuxin Huang Han Zhao Donglin Wang Haoang Li 35 0 0 16 Jun 2025
$$π_{0.5}$: a Vision-Language-Action Model with Open-World Generalization$ $π_{0.5}$ : a Vision-Language-Action Model with Open-World Generalization Physical Intelligence Kevin Black Noah Brown James Darpinian Karan Dhabalia ... Homer Walke Anna Walling Haohuan Wang Lili Yu Ury Zhilinsky LM&Ro VLM 139 51 0 22 Apr 2025
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots Nvidia Johan Bjorck Fernando Castañeda Nikita Cherniadev Xingye Da ... Ao Zhang Hao Zhang Yizhou Zhao Ruijie Zheng Yuke Zhu VLM 160 68 0 18 Mar 2025
HybridVLA: Collaborative Diffusion and Autoregression in a Unified Vision-Language-Action Model Jiaming Liu Hao Chen Pengju An Zhuoyang Liu Renrui Zhang ... Chengkai Hou Mengdi Zhao KC alex Zhou Pheng-Ann Heng Shanghang Zhang 196 20 0 13 Mar 2025
OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction Huang Huang Fangchen Liu Letian Fu Tingfan Wu Mustafa Mukadam Jitendra Malik Ken Goldberg Pieter Abbeel LM&Ro VLM 184 10 0 05 Mar 2025
DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control Junjie Wen Yinlin Zhu Jinming Li Zhibin Tang Yaxin Peng Feifei Feng VLM 132 27 0 09 Feb 2025
FAST: Efficient Action Tokenization for Vision-Language-Action Models Karl Pertsch Kyle Stachowicz Brian Ichter Danny Driess Suraj Nair Q. Vuong Oier Mees Chelsea Finn Sergey Levine 158 70 0 17 Jan 2025
RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation Songming Liu Lingxuan Wu Bangguo Li Hengkai Tan Huayu Chen Zhengyi Wang Ke Xu Hang Su Jun Zhu 146 126 0 10 Oct 2024
Chameleon: Mixed-Modal Early-Fusion Foundation Models Chameleon Team MLLM 217 338 0 16 May 2024
DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset Alexander Khazatsky Karl Pertsch Suraj Nair Ashwin Balakrishna Sudeep Dasari ... Thomas Kollar Sergey Levine Chelsea Finn Sergey Levine Chelsea Finn 259 226 0 19 Mar 2024