One-Shot Imitation Learning: A Pose Estimation Perspective

18 October 2023

Papers citing "One-Shot Imitation Learning: A Pose Estimation Perspective"

16 / 16 papers shown

Title
X-Sim: Cross-Embodiment Learning via Real-to-Sim-to-Real Prithwish Dan K. Kedia Angela Chao Edward Weiyi Duan Maximus Adrian Pace Wei-Chiu Ma Sanjiban Choudhury 18 0 0 11 May 2025
Crossing the Human-Robot Embodiment Gap with Sim-to-Real RL using One Human Demonstration Tyler Ga Wei Lum Olivia Y. Lee C. Karen Liu Jeannette Bohg 33 1 0 17 Apr 2025
Novel Demonstration Generation with Gaussian Splatting Enables Robust One-Shot Manipulation Sizhe Yang Wenye Yu Jia Zeng Jun Lv Kerui Ren Cewu Lu Dahua Lin Jiangmiao Pang 3DGS 48 1 0 17 Apr 2025
FUNCTO: Function-Centric One-Shot Imitation Learning for Tool Manipulation Chao Tang Anxing Xiao Yuhong Deng Tianrun Hu Wenlong Dong Hanbo Zhang David Hsu Hong Zhang 71 2 0 24 Feb 2025
Learn from the Past: Language-conditioned Object Rearrangement with Large Language Models Guanqun Cao Ryan Mckenna Erich Graf John Oyekan LM&Ro 114 0 0 30 Jan 2025
SPOT: SE(3) Pose Trajectory Diffusion for Object-Centric Manipulation Cheng-Chun Hsu Bowen Wen Jie Xu Yashraj S. Narang Xiaolong Wang Yuke Zhu Joydeep Biswas Stan Birchfield DiffM 32 8 0 01 Nov 2024
MILES: Making Imitation Learning Easy with Self-Supervision Georgios Papagiannis Edward Johns VLM SSL 45 3 0 25 Oct 2024
Sparse Diffusion Policy: A Sparse, Reusable, and Flexible Policy for Robot Learning Yixiao Wang Yifei Zhang Mingxiao Huo Ran Tian Xiang Zhang ... Chenfeng Xu Pengliang Ji Wei Zhan Mingyu Ding M. Tomizuka MoE 34 17 0 01 Jul 2024
DITTO: Demonstration Imitation by Trajectory Transformation Nick Heppert Max Argus Tim Welschehold Thomas Brox Abhinav Valada 62 16 0 22 Mar 2024
DINOBot: Robot Manipulation via Retrieval and Alignment with Vision Foundation Models Norman Di Palo Edward Johns LM&Ro 24 24 0 20 Feb 2024
On the Effectiveness of Retrieval, Alignment, and Replay in Manipulation Norman Di Palo Edward Johns 29 7 0 19 Dec 2023
Few-Shot In-Context Imitation Learning via Implicit Graph Alignment Vitalis Vosylius Edward Johns 18 9 0 18 Oct 2023
NOPE: Novel Object Pose Estimation from a Single Image Van Nguyen Nguyen Thibault Groueix Yinlin Hu Mathieu Salzmann Vincent Lepetit 29 25 0 23 Mar 2023
Open-World Object Manipulation using Pre-trained Vision-Language Models Austin Stone Ted Xiao Yao Lu K. Gopalakrishnan Kuang-Huei Lee ... Sean Kirmani Brianna Zitkovich F. Xia Chelsea Finn Karol Hausman LM&Ro 142 144 0 02 Mar 2023
One-Shot Transfer of Affordance Regions? AffCorrs! Denis Hadjivelichkov Sicelukwanda Zwane M. Deisenroth Lourdes Agapito Dimitrios Kanoulas 35 34 0 15 Sep 2022
Model-Based Inverse Reinforcement Learning from Visual Demonstrations Neha Das Sarah Bechtle Todor Davchev Dinesh Jayaraman Akshara Rai Franziska Meier 111 82 0 18 Oct 2020