Kun Han

Researcher, Apple

Joined

January 2022

Names

Kun Han (Preferred)

Emails

****@uci.edu (Confirmed)

Personal Links

Career & Education History

Researcher

Apple (apple.com)

2025 – Present

PhD student

University of California, Irvine (uci.edu)

2021 – 2025

Advisors, Relations & Conflicts

Coauthor

Present

Coauthor

Present

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Present

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Present

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Present

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Present

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Present

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Present

Coauthor

Present

PhD Advisor

2021 – 2025

Expertise

Human Pose Estimation

Present

Hand Pose Estimation

Present

Medical Segmentation

Present

Generative Model

Present

3D reconstruction

Present

Registration

Present

Publications

Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
Thanh Tung Le, Khai Nguyen, shanlin sun, Kun Han, Nhat Ho, Xiaohui Xie
- ICLR 2024 poster
- Readers: Everyone
Representation Recovering for Self-Supervised Pre-training on Medical Images
Xiangyi Yan, Junayed Naushad, shanlin sun, Kun Han, Hao Tang, Deying Kong, Haoyu Ma, Chenyu You, Xiaohui Xie
- 15 Mar 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Diffeomorphic Image Registration with Neural Velocity Field
Kun Han, shanlin sun, Xiangyi Yan, Chenyu You, Hao Tang, Junayed Naushad, Haoyu Ma, Deying Kong, Xiaohui Xie
- 15 Mar 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation
Kun Han, Yifeng Xiong, Chenyu You, Pooya Khosravi, Shanlin Sun, Xiangyi Yan, James Duncan, Xiaohui Xie
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation
Xiangyi Yan, Junayed Naushad, Chenyu You, Hao Tang, Shanlin Sun, Kun Han, Haoyu Ma, James Duncan, Xiaohui Xie
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Diffeomorphic Image Registration with Neural Velocity Field
Kun Han, Shanlin Sun, Xiangyi Yan, Chenyu You, Hao Tang, Junayed Naushad, Haoyu Ma, Deying Kong, Xiaohui Xie
- 2023 (modified: 24 Apr 2023)
- WACV 2023
- Readers: Everyone
Representation Recovering for Self-Supervised Pre-training on Medical Images
Xiangyi Yan, Junayed Naushad, Shanlin Sun, Kun Han, Hao Tang, Deying Kong, Haoyu Ma, Chenyu You, Xiaohui Xie
- 2023 (modified: 24 Apr 2023)
- WACV 2023
- Readers: Everyone
MIRNF: Medical Image Registration via Neural Fields
Shanlin Sun, Kun Han, Deying Kong, Chenyu You, Xiaohui Xie
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
Identity-Aware Hand Mesh Estimation and Personalization from RGB Images
Deying Kong, Linguang Zhang, Liangjian Chen, Haoyu Ma, Xiangyi Yan, Shanlin Sun, Xingwei Liu, Kun Han, Xiaohui Xie
- 2022 (modified: 09 Nov 2022)
- CoRR 2022
- Readers: Everyone
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow
Shanlin Sun, Kun Han, Deying Kong, Hao Tang, Xiangyi Yan, Xiaohui Xie
- 2022 (modified: 13 Nov 2022)
- CVPR 2022
- Readers: Everyone

View all 15 publications

Co-Authors

View all 26 co-authors