Sharon X. Huang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 20

Top Topics

Supervised Machine Learning

Diffusion Models

Temporal Continuity

Image Synthesis

Top Venues

Medical Image Anal.

Publications

Rui Yu, Jiachen Liu, Zihan Zhou, Sharon X. Huang
NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation. ICRA (2024)
Haomiao Ni, Jiachen Liu, Yuan Xue, Sharon X. Huang
3D-Aware Talking-Head Video Motion Transfer. WACV (2024)
Aashish Anantha Ramakrishnan, Sharon X. Huang, Dongwon Lee
ANCHOR: LLM-driven News Subject Conditioning for Text-to-Image Synthesis. CoRR (2024)
Haomiao Ni, Bernhard Egger, Suhas Lohit, Anoop Cherian, Ye Wang, Toshiaki Koike-Akino, Sharon X. Huang, Tim K. Marks
TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models. CoRR (2024)
Amogh Subbakrishna Adishesha, Daniel J. Vanselow, Patrick J. La Rivière, Keith C. Cheng, Sharon X. Huang
Sinogram domain angular upsampling of sparse-view micro-CT with dense residual hierarchical transformer and attention-weighted loss. Comput. Methods Programs Biomed. 242 (2023)
Haomiao Ni, Yuan Xue, Liya Ma, Qian Zhang, Xiaoye Li, Sharon X. Huang
Semi-supervised body parsing and pose estimation for enhancing infant general movement assessment. Medical Image Anal. 83 (2023)
Rui Yu, Jian Wang, Sizhuo Ma, Sharon X. Huang, Gurunandan Krishnan, Yicheng Wu
Be Real in Scale: Swing for True Scale in Dual Camera Mode. ISMAR (2023)
Peng Jin, Yin-Ting Yeh, Jiarong Ye, Ziyang Wang, Yuan Xue, Na Zhang, Shengxi Huang, Elodie Ghedin, Huaguang Lu, Anthony Schmitt, Sharon X. Huang, Mauricio Terrones
Strain-Level Identification and Analysis of Avian Coronavirus Using Raman Spectroscopy and Interpretable Machine Learning. ISBI (2023)
Jiarong Ye, Haomiao Ni, Peng Jin, Sharon X. Huang, Yuan Xue
Synthetic Augmentation with Large-Scale Unconditional Pre-training. MICCAI (2) (2023)
Haomiao Ni, Changhao Shi, Kai Li, Sharon X. Huang, Martin Renqiang Min
Conditional Image-to-Video Generation with Latent Flow Diffusion Models. CVPR (2023)
Rui Yu, Jiachen Liu, Zihan Zhou, Sharon X. Huang
NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation. CoRR (2023)
Haomiao Ni, Changhao Shi, Kai Li, Sharon X. Huang, Martin Renqiang Min
Conditional Image-to-Video Generation with Latent Flow Diffusion Models. CoRR (2023)
Yanglan Ou, Sharon X. Huang, Kelvin K. Wong, Jonathon S. Cummock, John Volpi, James Z. Wang, Stephen T. C. Wong
BBox-Guided Segmentor: Leveraging expert knowledge for accurate stroke lesion segmentation using weakly supervised bounding box prior. Comput. Medical Imaging Graph. 107 (2023)
Jiarong Ye, Haomiao Ni, Peng Jin, Sharon X. Huang, Yuan Xue
Synthetic Augmentation with Large-scale Unconditional Pre-training. CoRR (2023)
Aashish Anantha Ramakrishnan, Sharon X. Huang, Dongwon Lee
ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions. CoRR (2023)
Haomiao Ni, Yihao Liu, Sharon X. Huang, Yuan Xue
Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis. WACV (2023)
Guotai Wang, Shaoting Zhang, Sharon X. Huang, Tom Vercauteren, Dimitris N. Metaxas
Editorial for special issue on explainable and generalizable deep learning methods for medical image computing. Medical Image Anal. 84 (2023)
Hanchao Liu, Yuhe Liu, Tai-Jiang Mu, Sharon X. Huang, Shi-Min Hu
Skeleton-CutMix: Mixing Up Skeleton With Probabilistic Bone Exchange for Supervised Domain Adaptation. IEEE Trans. Image Process. 32 (2023)
Haomiao Ni, Yihao Liu, Sharon X. Huang, Yuan Xue
Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis. CoRR (2022)
Samarth Gupta, Yuan Xue, Yifu Ding, Daniel Vanselow, Maksim Yakovlev, Damian B. van Rossum, Sharon X. Huang, Keith C. Cheng
Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)