4 papers · 1 filter
TaCo: A Benchmark for Lossless and Lossy Codecs of Heterogeneous Tactile Data
Zhengxue Cheng, Yan Zhao, Keyu Wang +2
Tactile sensing is crucial for embodied intelligence, providing fine-grained perception and control in complex environments. However, efficient tactile data compression, which is e…
D3Grasp: Diverse and Deformable Dexterous Grasping for General Objects
Keyu Wang, Bingcong Lu, Zhengxue Cheng +2
Achieving diverse and stable dexterous grasping for general and deformable objects remains a fundamental challenge in robotics, due to high-dimensional action spaces and uncertaint…
OmniVTLA: Vision-Tactile-Language-Action Models with Semantic-Aligned Tactile Sensing
Zhengxue Cheng, Yiqian Zhang, Anni Tang +5
Recent vision-language-action (VLA) models build upon vision-language foundations, and have achieved promising results and exhibit the possibility of task generalization in robot m…
TacCompress: A Benchmark for Multi-Point Tactile Data Compression in Dexterous Hand
Yan Zhao, Yang Li, Zhengxue Cheng +2
Though robotic dexterous manipulation has progressed substantially recently, challenges like in-hand occlusion still necessitate fine-grained tactile perception, leading to the int…