Title
Imperative MPC: An End-to-End Self-Supervised Learning with Differentiable MPC for UAV Attitude Control Haonan He Yuheng Qiu Junyi Geng 76 0 0 17 Apr 2025
MAC-VO: Metrics-aware Covariance for Learning-based Stereo Visual Odometry Yuheng Qiu Yutian Chen Zihao Zhang Wenshan Wang Sebastian A. Scherer 48 0 0 13 Mar 2025
Learning Dynamics of a Ball with Differentiable Factor Graph and Roto-Translational Invariant Representations Qingyu Xiao Zixuan Wu Matthew C. Gombolay 94 1 0 24 Feb 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy Chen Wang Kaiyi Ji Junyi Geng Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Y. Yang Xiao Lin Zhipeng Zhao SSL 69 8 0 28 Jan 2025
AnyNav: Visual Neuro-Symbolic Friction Learning for Off-road Navigation Taimeng Fu Zitong Zhan Zhipeng Zhao Shaoshu Su Xiao Lin Ehsan Esfahani Karthik Dantu Souma Chowdhury Chen Wang 77 1 0 22 Jan 2025
iKap: Kinematics-aware Planning with Imperative Learning Qihang Li Zhuoqun Chen Haoze Zheng Haonan He Shaoshu Su Junyi Geng Chen Wang Chen Wang 93 2 0 12 Dec 2024
iWalker: Imperative Visual Planning for Walking Humanoid Robot Xiao Lin Yuhao Huang Taimeng Fu Xiaobin Xiong Chen Wang 34 0 0 27 Sep 2024
Deblur e-NeRF: NeRF from Motion-Blurred Events under High-speed or Low-light Conditions Weng Fei Low Gim Hee Lee 24 3 0 26 Sep 2024
PIN-SLAM: LiDAR SLAM Using a Point-Based Implicit Neural Representation for Achieving Global Map Consistency Yue Pan Xingguang Zhong Louis Wiesmann Thorbjörn Posewsky Jens Behley C. Stachniss 3DPC 3DV 18 33 0 17 Jan 2024
PyPose v0.6: The Imperative Programming Interface for Robotics Zitong Zhan Xiangfu Li Qihang Li Hao He Abhinav Pandey ... Sebastian A. Scherer Da Huang Yaoyu Hu Junyi Geng Chen Wang PINN AI4CE 29 8 0 22 Sep 2023
Actor-Critic Model Predictive Control Angel Romero Yunlong Song Davide Scaramuzza 22 35 0 16 Jun 2023