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BionicDL Lab

Design and Learning Research Group

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Publications

Anchoring Morphological Representations Unlocks Latent Proprioception in Soft Robots

Posted by By AncoraSIR 2025-03-14Posted inPublications
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Proprioceptive State Estimation for Amphibious Tactile Sensing

Posted by By AncoraSIR 2025-03-07Posted inPublications
Recent research shows a growing adoption of Dense Perception for Tactile Robotics with an increasing dimensionality in representation, a growing preference for multiple modalities in state estimation, and when dealing…
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Microstructure-Enabled Tough Adhesion and Enhanced Sensing

Posted by By AncoraSIR 2025-01-13Posted inPublications
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Transferrable Robot Skills Approaching Human-Level Versatility in Automated Task Board Manipulation

Posted by By AncoraSIR 2024-12-15Posted inPublications
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Transferrable Robot Skills Approaching Human-Level Versatility in Automated Task Board Manipulation

Posted by By AncoraSIR 2024-12-15Posted inPublications
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Benchmarking Grasp Selection for Robotic Cloth Unfolding: The ICRA 2024 Cloth Competition

Posted by By AncoraSIR 2024-10-16Posted inPublications
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From DeepClaw to MagiClaw: Towards Universal Action Embodiment

Posted by By AncoraSIR 2024-10-12Posted inPublications
DeepClaw Project DeepClaw Monash (FROBT2018) DeepClaw 1.0 (AIM2020) DeepClaw 2.0 (FROBT2022) DeepClaw SUSTech (ICARM2023) DeepClaw Toolkit (ICARM2024) ICARM2023 Best Paper Award Finalist UNESCO-ICHEI Higher Education Digitalisation Pioneer Case Award Soft…
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SeeThruFinger: See and Grasp Anything via a Multi-Modal Soft Touch

Posted by By AncoraSIR 2024-09-20Posted inPublications
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CopGNN: Learning End-to-End Cloth Coverage Prediction via Graph Neural Networks

Posted by By AncoraSIR 2024-09-20Posted inPublications
Presented by Dr. Fang Wan @ Chicago, USA, during WAFR2024.In industrial settings, swiftly and accurately moving fabrics to target positions for downstream tasks is a common operation. Workers often employ…
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Enhancing Full-Arch Intraoral Measurement with Robotic Process Automation

Posted by By AncoraSIR 2024-09-12Posted inPublications
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