SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation

25 October 2023

Papers citing "SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation"

26 / 26 papers shown

Title
Learning 3D Scene Analogies with Neural Contextual Scene Maps Junho Kim Gwangtak Bae E. Lee Young Min Kim 3DPC 3DV 67 0 0 20 Mar 2025
Towards Fast, Memory-based and Data-Efficient Vision-Language Policy Haoxuan Li Sixu Yan Yong Li Xinggang Wang LM&Ro 66 0 0 13 Mar 2025
LensDFF: Language-enhanced Sparse Feature Distillation for Efficient Few-Shot Dexterous Manipulation Qian Feng David S. Martinez Lema Jianxiang Feng Zhaopeng Chen Alois C. Knoll 50 0 0 05 Mar 2025
Motion Tracks: A Unified Representation for Human-Robot Transfer in Few-Shot Imitation Learning Juntao Ren Priya Sundaresan Dorsa Sadigh Sanjiban Choudhury Jeannette Bohg 50 15 0 13 Jan 2025
Lift3D Foundation Policy: Lifting 2D Large-Scale Pretrained Models for Robust 3D Robotic Manipulation Yueru Jia Jiaming Liu Sixiang Chen Chenyang Gu Zihan Wang ... Lily Lee Pengwei Wang Zhongyuan Wang Renrui Zhang Shanghang Zhang 94 11 0 27 Nov 2024
GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation Haoran Lu Ruihai Wu Yitong Li Sijie Li Ziyu Zhu Chuanruo Ning Yan Shen Longzan Luo Yuanpei Chen Hao Dong AI4CE 72 5 0 02 Nov 2024
Neural Attention Field: Emerging Point Relevance in 3D Scenes for One-Shot Dexterous Grasping Qianxu Wang Congyue Deng Tyler Ga Wei Lum Yuanpei Chen Yaodong Yang Jeannette Bohg Yixin Zhu Leonidas J. Guibas 47 4 0 30 Oct 2024
MSGField: A Unified Scene Representation Integrating Motion, Semantics, and Geometry for Robotic Manipulation Yu Sheng Runfeng Lin Liwen Wang Quecheng Qiu Yanyong Zhang Yu Zhang Bei Hua Jianmin Ji 3DV 3DGS 31 0 0 21 Oct 2024
RoboMamba: Multimodal State Space Model for Efficient Robot Reasoning and Manipulation Jiaming Liu Mengzhen Liu Zhenyu Wang Lily Lee Kaichen Zhou Pengju An Senqiao Yang Renrui Zhang Yandong Guo Shanghang Zhang LM&Ro LRM Mamba 32 8 0 06 Jun 2024
GaussianGrasper: 3D Language Gaussian Splatting for Open-vocabulary Robotic Grasping Yuhang Zheng Xiangyu Chen Yupeng Zheng Songen Gu Runyi Yang ... Chao Yang Dawei Wang Zhen Chen Xiaoxiao Long Meiqing Wang 63 44 0 14 Mar 2024
DINOBot: Robot Manipulation via Retrieval and Alignment with Vision Foundation Models Norman Di Palo Edward Johns LM&Ro 42 27 0 20 Feb 2024
ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation Xiaoqi Li Mingxu Zhang Yiran Geng Haoran Geng Yuxing Long Yan Shen Renrui Zhang Jiaming Liu Hao Dong LM&Ro LRM 50 82 0 24 Dec 2023
UniDexGrasp: Universal Robotic Dexterous Grasping via Learning Diverse Proposal Generation and Goal-Conditioned Policy Yinzhen Xu Weikang Wan Jialiang Zhang Haoran Liu Zikang Shan ... Yijia Weng Jiayi Chen Tengyu Liu Li Yi He Wang 66 115 0 02 Mar 2023
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory Nur Muhammad (Mahi) Shafiullah Chris Paxton Lerrel Pinto Soumith Chintala Arthur Szlam VLM LM&Ro CLIP 98 157 0 11 Oct 2022
In-Hand Object Rotation via Rapid Motor Adaptation Haozhi Qi Ashish Kumar Roberto Calandra Yinsong Ma Jitendra Malik 128 105 0 10 Oct 2022
Neural-Symbolic Recursive Machine for Systematic Generalization Qing Li Yixin Zhu Yitao Liang Ying Nian Wu Song-Chun Zhu Siyuan Huang NAI 45 9 0 04 Oct 2022
GenDexGrasp: Generalizable Dexterous Grasping Puhao Li Tengyu Liu Yuyang Li Yiran Geng Yixin Zhu Yaodong Yang Siyuan Huang 75 64 0 03 Oct 2022
USEEK: Unsupervised SE(3)-Equivariant 3D Keypoints for Generalizable Manipulation Zhengrong Xue Zhecheng Yuan Jiashun Wang Xueqian Wang Yang Gao Huazhe Xu 3DPC 113 26 0 28 Sep 2022
SE(3)-DiffusionFields: Learning smooth cost functions for joint grasp and motion optimization through diffusion Julen Urain Niklas Funk Jan Peters Georgia Chalvatzaki DiffM 61 122 0 08 Sep 2022
Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations Vadim Tschernezki Iro Laina Diane Larlus Andrea Vedaldi 189 185 0 07 Sep 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 187 329 0 31 May 2022
DexVIP: Learning Dexterous Grasping with Human Hand Pose Priors from Video Priyanka Mandikal Kristen Grauman 143 93 0 01 Feb 2022
D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions Sammy Christen Muhammed Kocabas Emre Aksan Jemin Hwangbo Mingli Song Otmar Hilliges 123 103 0 01 Dec 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 383 5,832 0 29 Apr 2021
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas J. Guibas Or Litany 3DPC 141 625 0 21 Jul 2020
Deep Dynamics Models for Learning Dexterous Manipulation Anusha Nagabandi K. Konolige Sergey Levine Vikash Kumar 157 409 0 25 Sep 2019