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cs.RO2026
Context-Aware Force Estimation for Deformable Tool Manipulation in Robotic Environmental Swabbing via Few-Shot Continual Adaptation
Siavash Mahmoudi, Chaitainya Kuppar Reddy, Yang Tian +1
Robotic surface swabbing requires sustained interaction between a compliant tool and heterogeneous environments, where accurate estimation of tip-level contact force is critical fo…
cs.RO2025
ChicGrasp: Imitation-Learning based Customized Dual-Jaw Gripper Control for Delicate, Irregular Bio-products Manipulation
Amirreza Davar, Zhengtong Xu, Siavash Mahmoudi +6
Automated poultry processing lines still rely on humans to lift slippery, easily bruised carcasses onto a shackle conveyor. Deformability, anatomical variance, and strict hygiene r…
cs.RO2025
UniT: Data Efficient Tactile Representation with Generalization to Unseen Objects
Zhengtong Xu, Raghava Uppuluri, Xinwei Zhang +5
UniT is an approach to tactile representation learning, using VQGAN to learn a compact latent space and serve as the tactile representation. It uses tactile images obtained from a…