4 papers
CoRMA: Contrastive RMA for Contact-Rich Meta-Adaptation
Wentian Wang, Chutong Wen, Hongxu Ma +6
We present CoRMA(Contrastive Robotic Motor Adaptation), a context-based meta-adaptation framework that modifies RMA for force-dominant assembly. CoRMA replaces raw simulator-parame…
StepAudio 2.5 Technical Report
Bin Lin, Bo Zhao, Boyong Wu +98
Unified audio-language modeling has emerged as a prominent trend in modern speech systems, promising to bring the reasoning capabilities of large language models to auditory tasks.…
Geometry-Aware Sparse Depth Sampling for High-Fidelity RGB-D Depth Completion in Robotic Systems
Tony Salloom, Dandi Zhou, Xinhai Sun
Accurate three-dimensional perception is essential for modern industrial robotic systems that perform manipulation, inspection, and navigation tasks. RGB-D and stereo vision sensor…
MT-Depth: Multi-task Instance feature analysis for the Depth Completion
Abdul Haseeb Nizamani, Dandi Zhou, Xinhai Sun
Depth completion plays a vital role in 3D perception systems, especially in scenarios where sparse depth data must be densified for tasks such as autonomous driving, robotics, and…