LIDEA: Human-to-Robot Imitation Learning via Implicit Feature Distillation and Explicit Geometry Alignment
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Yifu, Lin, Bokai, Zhan, Xinyu, Fang, Hongjie, Li, Yong-Lu, Lu, Cewu, Yang, Lixin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
X-Imitator: Spatial-Aware Imitation Learning via Bidirectional Action-Pose Interaction
by: Xiong, Kai, et al.
Published: (2026)
by: Xiong, Kai, et al.
Published: (2026)
Motion Before Action: Diffusing Object Motion as Manipulation Condition
by: Su, Yue, et al.
Published: (2024)
by: Su, Yue, et al.
Published: (2024)
RISE: 3D Perception Makes Real-World Robot Imitation Simple and Effective
by: Wang, Chenxi, et al.
Published: (2024)
by: Wang, Chenxi, et al.
Published: (2024)
Knowledge-Driven Imitation Learning: Enabling Generalization Across Diverse Conditions
by: Miao, Zhuochen, et al.
Published: (2025)
by: Miao, Zhuochen, et al.
Published: (2025)
AirExo-2: Scaling up Generalizable Robotic Imitation Learning with Low-Cost Exoskeletons
by: Fang, Hongjie, et al.
Published: (2025)
by: Fang, Hongjie, et al.
Published: (2025)
Dense Policy: Bidirectional Autoregressive Learning of Actions
by: Su, Yue, et al.
Published: (2025)
by: Su, Yue, et al.
Published: (2025)
Towards Effective Utilization of Mixed-Quality Demonstrations in Robotic Manipulation via Segment-Level Selection and Optimization
by: Chen, Jingjing, et al.
Published: (2024)
by: Chen, Jingjing, et al.
Published: (2024)
CAGE: Causal Attention Enables Data-Efficient Generalizable Robotic Manipulation
by: Xia, Shangning, et al.
Published: (2024)
by: Xia, Shangning, et al.
Published: (2024)
History-Aware Visuomotor Policy Learning via Point Tracking
by: Chen, Jingjing, et al.
Published: (2025)
by: Chen, Jingjing, et al.
Published: (2025)
FoAR: Force-Aware Reactive Policy for Contact-Rich Robotic Manipulation
by: He, Zihao, et al.
Published: (2024)
by: He, Zihao, et al.
Published: (2024)
HumanVLA: Towards Vision-Language Directed Object Rearrangement by Physical Humanoid
by: Xu, Xinyu, et al.
Published: (2024)
by: Xu, Xinyu, et al.
Published: (2024)
ImDy: Human Inverse Dynamics from Imitated Observations
by: Liu, Xinpeng, et al.
Published: (2024)
by: Liu, Xinpeng, et al.
Published: (2024)
AnyDexGrasp: General Dexterous Grasping for Different Hands with Human-level Learning Efficiency
by: Fang, Hao-Shu, et al.
Published: (2025)
by: Fang, Hao-Shu, et al.
Published: (2025)
L1 Sample Flow for Efficient Visuomotor Learning
by: Song, Weixi, et al.
Published: (2025)
by: Song, Weixi, et al.
Published: (2025)
LaMP: Learning Vision-Language-Action Policies with 3D Scene Flow as Latent Motion Prior
by: Wang, Xinkai, et al.
Published: (2026)
by: Wang, Xinkai, et al.
Published: (2026)
SIME: Enhancing Policy Self-Improvement with Modal-level Exploration
by: Jin, Yang, et al.
Published: (2025)
by: Jin, Yang, et al.
Published: (2025)
ForceMimic: Force-Centric Imitation Learning with Force-Motion Capture System for Contact-Rich Manipulation
by: Liu, Wenhai, et al.
Published: (2024)
by: Liu, Wenhai, et al.
Published: (2024)
DeformPAM: Data-Efficient Learning for Long-horizon Deformable Object Manipulation via Preference-based Action Alignment
by: Chen, Wendi, et al.
Published: (2024)
by: Chen, Wendi, et al.
Published: (2024)
AirExo: Low-Cost Exoskeletons for Learning Whole-Arm Manipulation in the Wild
by: Fang, Hongjie, et al.
Published: (2023)
by: Fang, Hongjie, et al.
Published: (2023)
Learning Dexterous Manipulation with Quantized Hand State
by: Feng, Ying, et al.
Published: (2025)
by: Feng, Ying, et al.
Published: (2025)
PIE: Parkour with Implicit-Explicit Learning Framework for Legged Robots
by: Luo, Shixin, et al.
Published: (2024)
by: Luo, Shixin, et al.
Published: (2024)
A Surprisingly Efficient Representation for Multi-Finger Grasping
by: Yan, Hengxu, et al.
Published: (2024)
by: Yan, Hengxu, et al.
Published: (2024)
Graspness Discovery in Clutters for Fast and Accurate Grasp Detection
by: Wang, Chenxi, et al.
Published: (2024)
by: Wang, Chenxi, et al.
Published: (2024)
Dexterous Manipulation Based on Prior Dexterous Grasp Pose Knowledge
by: Yan, Hengxu, et al.
Published: (2024)
by: Yan, Hengxu, et al.
Published: (2024)
Implicit Kinodynamic Motion Retargeting for Human-to-humanoid Imitation Learning
by: Chen, Xingyu, et al.
Published: (2025)
by: Chen, Xingyu, et al.
Published: (2025)
Subconscious Robotic Imitation Learning
by: Xie, Jun, et al.
Published: (2024)
by: Xie, Jun, et al.
Published: (2024)
RoboCopilot: Human-in-the-loop Interactive Imitation Learning for Robot Manipulation
by: Wu, Philipp, et al.
Published: (2025)
by: Wu, Philipp, et al.
Published: (2025)
Human-Robot Copilot for Data-Efficient Imitation Learning
by: Yan, Rui, et al.
Published: (2026)
by: Yan, Rui, et al.
Published: (2026)
Human-Agent Joint Learning for Efficient Robot Manipulation Skill Acquisition
by: Luo, Shengcheng, et al.
Published: (2024)
by: Luo, Shengcheng, et al.
Published: (2024)
Human-to-Robot Interaction: Learning from Video Demonstration for Robot Imitation
by: Canh, Thanh Nguyen, et al.
Published: (2026)
by: Canh, Thanh Nguyen, et al.
Published: (2026)
UniDomain: Pretraining a Unified PDDL Domain from Real-World Demonstrations for Generalizable Robot Task Planning
by: Ye, Haoming, et al.
Published: (2025)
by: Ye, Haoming, et al.
Published: (2025)
Digital Gene: Learning about the Physical World through Analytic Concepts
by: Sun, Jianhua, et al.
Published: (2025)
by: Sun, Jianhua, et al.
Published: (2025)
Contrast, Imitate, Adapt: Learning Robotic Skills From Raw Human Videos
by: Qian, Zhifeng, et al.
Published: (2024)
by: Qian, Zhifeng, et al.
Published: (2024)
One-Shot Imitation Learning with Invariance Matching for Robotic Manipulation
by: Zhang, Xinyu, et al.
Published: (2024)
by: Zhang, Xinyu, et al.
Published: (2024)
Robotic Imitation of Human Actions
by: Spisak, Josua, et al.
Published: (2024)
by: Spisak, Josua, et al.
Published: (2024)
Autonomous Human-Robot Interaction via Operator Imitation
by: Christen, Sammy, et al.
Published: (2025)
by: Christen, Sammy, et al.
Published: (2025)
AgentWorld: An Interactive Simulation Platform for Scene Construction and Mobile Robotic Manipulation
by: Zhang, Yizheng, et al.
Published: (2025)
by: Zhang, Yizheng, et al.
Published: (2025)
HumanMimic: Learning Natural Locomotion and Transitions for Humanoid Robot via Wasserstein Adversarial Imitation
by: Tang, Annan, et al.
Published: (2023)
by: Tang, Annan, et al.
Published: (2023)
Aligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback
by: Kim, Suzie, et al.
Published: (2025)
by: Kim, Suzie, et al.
Published: (2025)
Morphology-Independent Facial Expression Imitation for Human-Face Robots
by: Chen, Xu, et al.
Published: (2026)
by: Chen, Xu, et al.
Published: (2026)
Similar Items
-
X-Imitator: Spatial-Aware Imitation Learning via Bidirectional Action-Pose Interaction
by: Xiong, Kai, et al.
Published: (2026) -
Motion Before Action: Diffusing Object Motion as Manipulation Condition
by: Su, Yue, et al.
Published: (2024) -
RISE: 3D Perception Makes Real-World Robot Imitation Simple and Effective
by: Wang, Chenxi, et al.
Published: (2024) -
Knowledge-Driven Imitation Learning: Enabling Generalization Across Diverse Conditions
by: Miao, Zhuochen, et al.
Published: (2025) -
AirExo-2: Scaling up Generalizable Robotic Imitation Learning with Low-Cost Exoskeletons
by: Fang, Hongjie, et al.
Published: (2025)