A General One-Shot Multimodal Active Perception Framework for Robotic Manipulation: Learning to Predict Optimal Viewpoint
Fuente:
arXiv
Saved in:
| Main Authors: | Qin, Deyun, Liu, Zezhi, Luo, Hanqian, Liang, Xiao, Fang, Yongchun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BT-TL-DMPs: A Novel Robot TAMP Framework Combining Behavior Tree, Temporal Logic and Dynamical Movement Primitives
by: Liu, Zezhi, et al.
Published: (2025)
by: Liu, Zezhi, et al.
Published: (2025)
Optimizing Active Perception for Learning Simultaneous Viewpoint Selection and Manipulation with Diffusion Policy
by: Sun, Xiatao, et al.
Published: (2024)
by: Sun, Xiatao, et al.
Published: (2024)
EgoDemoGen: Egocentric Demonstration Generation for Viewpoint Generalization in Robotic Manipulation
by: Xu, Yuan, et al.
Published: (2025)
by: Xu, Yuan, et al.
Published: (2025)
AVR: Active Vision-Driven Precise Robot Manipulation with Viewpoint and Focal Length Optimization
by: Liu, Yushan, et al.
Published: (2025)
by: Liu, Yushan, et al.
Published: (2025)
Learning Omnidirectional Locomotion for a Salamander-Like Quadruped Robot
by: Liu, Zhiang, et al.
Published: (2025)
by: Liu, Zhiang, et al.
Published: (2025)
Beyond Viewpoint Generalization: What Multi-View Demonstrations Offer and How to Synthesize Them for Robot Manipulation?
by: Cai, Boyang, et al.
Published: (2026)
by: Cai, Boyang, et al.
Published: (2026)
RINGO: Real-time Navigation with a Guiding Trajectory for Aerial Manipulators in Unknown Environments
by: Zhang, Zhaopeng, et al.
Published: (2025)
by: Zhang, Zhaopeng, et al.
Published: (2025)
DFL-TORO: A One-Shot Demonstration Framework for Learning Time-Optimal Robotic Manufacturing Tasks
by: Barekatain, Alireza, et al.
Published: (2023)
by: Barekatain, Alireza, et al.
Published: (2023)
Simultaneous Tactile-Visual Perception for Learning Multimodal Robot Manipulation
by: Li, Yuyang, et al.
Published: (2025)
by: Li, Yuyang, et al.
Published: (2025)
One-Shot Imitation Learning with Invariance Matching for Robotic Manipulation
by: Zhang, Xinyu, et al.
Published: (2024)
by: Zhang, Xinyu, et al.
Published: (2024)
Neural Network-Based Adaptive Event-Triggered Control for Dual-Arm Unmanned Aerial Manipulator Systems
by: Wang, Yang, et al.
Published: (2026)
by: Wang, Yang, et al.
Published: (2026)
Viewpoint Matters: Dynamically Optimizing Viewpoints with Masked Autoencoder for Visual Manipulation
by: Yi, Pengfei, et al.
Published: (2026)
by: Yi, Pengfei, et al.
Published: (2026)
UniManip: General-Purpose Zero-Shot Robotic Manipulation with Agentic Operational Graph
by: Liu, Haichao, et al.
Published: (2026)
by: Liu, Haichao, et al.
Published: (2026)
ActiveVLA: Injecting Active Perception into Vision-Language-Action Models for Precise 3D Robotic Manipulation
by: Liu, Zhenyang, et al.
Published: (2026)
by: Liu, Zhenyang, et al.
Published: (2026)
Active Admittance Control with Iterative Learning for General-Purpose Contact-Rich Manipulation
by: Zhou, Bo, et al.
Published: (2024)
by: Zhou, Bo, et al.
Published: (2024)
Adaptive RISE Control for Dual-Arm Unmanned Aerial Manipulator Systems with Deep Neural Networks
by: Wang, Yang, et al.
Published: (2025)
by: Wang, Yang, et al.
Published: (2025)
HRT1: One-Shot Human-to-Robot Trajectory Transfer for Mobile Manipulation
by: Allu, Sai Haneesh, et al.
Published: (2025)
by: Allu, Sai Haneesh, et al.
Published: (2025)
Active-Perceptive Motion Generation for Mobile Manipulation
by: Jauhri, Snehal, et al.
Published: (2023)
by: Jauhri, Snehal, et al.
Published: (2023)
ActiveUMI: Robotic Manipulation with Active Perception from Robot-Free Human Demonstrations
by: Zeng, Qiyuan, et al.
Published: (2025)
by: Zeng, Qiyuan, et al.
Published: (2025)
ActivePose: Active 6D Object Pose Estimation and Tracking for Robotic Manipulation
by: Liu, Sheng, et al.
Published: (2025)
by: Liu, Sheng, et al.
Published: (2025)
Zero-Shot Robotic Manipulation via 3D Gaussian Splatting-Enhanced Multimodal Retrieval-Augmented Generation
by: Xie, Zilong, et al.
Published: (2026)
by: Xie, Zilong, et al.
Published: (2026)
RoboTron-Mani: All-in-One Multimodal Large Model for Robotic Manipulation
by: Yan, Feng, et al.
Published: (2024)
by: Yan, Feng, et al.
Published: (2024)
Active Shadowing (ASD): Manipulating Perception of Robotic Behaviors via Implicit Virtual Communication
by: Boateng, Andrew, et al.
Published: (2024)
by: Boateng, Andrew, et al.
Published: (2024)
ManiLong-Shot: Interaction-Aware One-Shot Imitation Learning for Long-Horizon Manipulation
by: Chen, Zixuan, et al.
Published: (2025)
by: Chen, Zixuan, et al.
Published: (2025)
Kaiwu: A Multimodal Manipulation Dataset and Framework for Robot Learning and Human-Robot Interaction
by: Jiang, Shuo, et al.
Published: (2025)
by: Jiang, Shuo, et al.
Published: (2025)
You Only Teach Once: Learn One-Shot Bimanual Robotic Manipulation from Video Demonstrations
by: Zhou, Huayi, et al.
Published: (2025)
by: Zhou, Huayi, et al.
Published: (2025)
Learning Physics from Pretrained Video Models: A Multimodal Continuous and Sequential World Interaction Models for Robotic Manipulation
by: Song, Zijian, et al.
Published: (2026)
by: Song, Zijian, et al.
Published: (2026)
Zero-Shot Visual Generalization in Robot Manipulation
by: Batra, Sumeet, et al.
Published: (2025)
by: Batra, Sumeet, et al.
Published: (2025)
Novel Demonstration Generation with Gaussian Splatting Enables Robust One-Shot Manipulation
by: Yang, Sizhe, et al.
Published: (2025)
by: Yang, Sizhe, et al.
Published: (2025)
RoboBERT: An End-to-end Multimodal Robotic Manipulation Model
by: Wang, Sicheng, et al.
Published: (2025)
by: Wang, Sicheng, et al.
Published: (2025)
FUNCTO: Function-Centric One-Shot Imitation Learning for Tool Manipulation
by: Tang, Chao, et al.
Published: (2025)
by: Tang, Chao, et al.
Published: (2025)
VLBiMan: Vision-Language Anchored One-Shot Demonstration Enables Generalizable Bimanual Robotic Manipulation
by: Zhou, Huayi, et al.
Published: (2025)
by: Zhou, Huayi, et al.
Published: (2025)
RoVi-Aug: Robot and Viewpoint Augmentation for Cross-Embodiment Robot Learning
by: Chen, Lawrence Yunliang, et al.
Published: (2024)
by: Chen, Lawrence Yunliang, et al.
Published: (2024)
Annotation-Free One-Shot Imitation Learning for Multi-Step Manipulation Tasks
by: Wichitwechkarn, Vijja, et al.
Published: (2025)
by: Wichitwechkarn, Vijja, et al.
Published: (2025)
Robust Imitation Learning for Mobile Manipulator Focusing on Task-Related Viewpoints and Regions
by: Ishida, Yutaro, et al.
Published: (2024)
by: Ishida, Yutaro, et al.
Published: (2024)
Robot Guided Evacuation with Viewpoint Constraints
by: Chen, Gong, et al.
Published: (2024)
by: Chen, Gong, et al.
Published: (2024)
Viewpoint-Agnostic Manipulation Policies with Strategic Vantage Selection
by: Vasudevan, Sreevishakh, et al.
Published: (2025)
by: Vasudevan, Sreevishakh, et al.
Published: (2025)
Robot Planning and Situation Handling with Active Perception
by: Oloo, Austine, et al.
Published: (2026)
by: Oloo, Austine, et al.
Published: (2026)
High-Fidelity Simulated Data Generation for Real-World Zero-Shot Robotic Manipulation Learning with Gaussian Splatting
by: Zhao, Haoyu, et al.
Published: (2025)
by: Zhao, Haoyu, et al.
Published: (2025)
Realizing Text-Driven Motion Generation on NAO Robot: A Reinforcement Learning-Optimized Control Pipeline
by: Xu, Zihan, et al.
Published: (2025)
by: Xu, Zihan, et al.
Published: (2025)
Similar Items
-
BT-TL-DMPs: A Novel Robot TAMP Framework Combining Behavior Tree, Temporal Logic and Dynamical Movement Primitives
by: Liu, Zezhi, et al.
Published: (2025) -
Optimizing Active Perception for Learning Simultaneous Viewpoint Selection and Manipulation with Diffusion Policy
by: Sun, Xiatao, et al.
Published: (2024) -
EgoDemoGen: Egocentric Demonstration Generation for Viewpoint Generalization in Robotic Manipulation
by: Xu, Yuan, et al.
Published: (2025) -
AVR: Active Vision-Driven Precise Robot Manipulation with Viewpoint and Focal Length Optimization
by: Liu, Yushan, et al.
Published: (2025) -
Learning Omnidirectional Locomotion for a Salamander-Like Quadruped Robot
by: Liu, Zhiang, et al.
Published: (2025)