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Balazs Gyenes

2 accepted papers

2026

Point Cloud Segmentation for Autonomous Clip Positioning in Laparoscopic Cholecystectomy on a Phantom

ICRA 2026poster

High-risk applications in robotics, such as robot-assisted surgery, present unique challenges. These systems must be both highly precise and interpretable in order to be deployed in environments with very low tolerance for error or unsafe exploration. We present the first robotic system to demonstra…

2024

PointPatchRL - Masked Reconstruction Improves Reinforcement Learning on Point Clouds

CoRL 2024poster

Perceiving the environment via cameras is crucial for Reinforcement Learning (RL) in robotics. While images are a convenient form of representation, they often complicate extracting important geometric details, especially with varying geometries or deformable objects. In contrast, point clouds natur…

Cited by 0SourceScholar