Publications (Google Scholar Profile)

Conference Paper

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Automated Multi-View Planning for Endovascular Aneurysm Repair Procedures

Baochang Zhang*, Yiwen Liu*, Shuting Liu, Heribert Schunkert, Reza Ghotbi, and Nassir Navab

MICCAI 2024 CLIP

[PDF]

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Does Feasibility Matter? Understanding In- and Out-of-Distribution Data Impact in Synthetic Training Datasets for Classification

Yiwen Liu, Jessica Bader, Jae Myung Kim

Under Review

[PDF]

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ClearDepth: Enhanced Stereo Perception of Transparent Objects for Robotic Manipulation

Kaixin Bai, Huajian Zeng, Lei Zhang, Yiwen Liu, Hongli Xu, Zhaopeng Chen, Jianwei Zhang

Preprint, 2024

[PDF] [Homepage]

Journal Paper

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StereoAnything: Advanced Zero-Shot Stereo Imaging for Multi-Finger Grasp Detection with Transparent Objects

Kaixin Bai, Lei Zhang†, Yiwen Liu, Zhaopeng Chen, Jianwei Zhang

IEEE Transactions on Cybernetics, Under Review

Selected Projects

The following includes coursework and practical projects.

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Does Feasibility Matter? Understanding In-and Out-of-Distribution Data Impact

Master Thesis in EML Munich Group supervised by Prof. Zeynep Akata

2024.05-2024.11

[PDF]

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Learning Robust Elastic Deformation Energies

Praktikum on 3D Computer Vision

2023.10-2024.03

[Slides]

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RetinoPath: Ophthalmology Diseases Trajectory Prediction

Machine Learning in Medical Imaging

2023.04-2024.09

[Report]

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Pixel2Mesh for 3D Human Face Reconstruction

Machine Learning for 3D Geometry

2022.10-2023.01

[Report] [GitHub]

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Autonomous Quadruped

Robot Operating System

2023.05-2023.07

[Report]

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XRP: In kernel Storage Functions with eBPF

Compuer Systems Lab

2022.10-2023.02

[Report]