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Siyu Ma

4 accepted papers

2026

Right-Side-Out: Learning Zero-Shot Sim-To-Real Garment Reversal

ICRA 2026poster

Turning garments right-side out is a challenging manipulation task: it is highly dynamic, entails rapid contact changes, and is subject to severe visual occlusion. We introduce Right-Side-Out, a zero-shot sim-to-real framework that effectively solves this challenge by exploiting task structures. We …

2025

Embedded IPC: Fast and Intersection-Free Simulation in Reduced Subspace for Robot Manipulation

ICRA 2025

Physics-based simulation is essential for developing and evaluating robot manipulation policies, particularly in scenarios involving deformable objects and complex contact interactions. However, existing simulators often struggle to balance computational efficiency with numerical accuracy, especiall

Cited by 2SourceScholar
2025

GRIP: A General Robotic Incremental Potential Contact Simulation Dataset for Unified Deformable-Rigid Coupled Grasping

IROS 2025

Grasping is fundamental to robotic manipulation, and recent advances in large-scale grasping datasets have provided essential training data and evaluation benchmarks, accelerating the development of learning-based methods for robust object grasping. However, most existing datasets exclude deformable

Cited by 3SourcecodeScholar
2017

Frequency-tuned ACM for biomedical image segmentation

ICASSP 2017accepted

Biomedical images are usually corrupted by strong noise and intensity inhomogeneity simultaneously. Existing region-based active contour models (RACMs) easily fail when segmenting such images. In the frequency domain, we propose a generalized RACM that presents a new way to understand the essence of…

Cited by 0SourceScholar