Siyu Huang
Nanyang Technological University
H-index: 18
Asia-Singapore
Top articles of Siyu Huang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning Gaze-aware Compositional GAN from Limited Annotations | NEREA ARANJUELO SIYU HUANG IGNACIO ARGANDA-CARRERAS LUIS UNZUETA OIHANA OTAEGUI | 2024 | |
Making your first choice: to address cold start problem in medical active learning | Liangyu Chen Yutong Bai Siyu Huang Yongyi Lu Bihan Wen | 2023 | |
QuantArt: Quantizing image style transfer towards high visual fidelity | Siyu Huang Jie An Donglai Wei Jiebo Luo Hanspeter Pfister | 2023 | |
ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples | Xuhong Li Xuanyu Wu Linghe Kong Xiao Zhang Siyu Huang | 2023/12/1 | |
Shadowdiffusion: When degradation prior meets diffusion model for shadow removal | Lanqing Guo Chong Wang Wenhan Yang Siyu Huang Yufei Wang | 2023 | |
ShadowFormer: global context helps shadow removal | Proceedings of the AAAI Conference on Artificial Intelligence | Lanqing Guo Siyu Huang Ding Liu Hao Cheng Bihan Wen | 2023/6/26 |
Domain-Scalable Unpaired Image Translation via Latent Space Anchoring | IEEE Transactions on Pattern Analysis and Machine Intelligence | Siyu Huang Jie An Donglai Wei Zudi Lin Jiebo Luo | 2023/6/20 |
3d domain adaptive instance segmentation via cyclic segmentation gans | IEEE journal of biomedical and health informatics | Leander Lauenburg Zudi Lin Ruihan Zhang Marcia Dos Santos Siyu Huang | 2023/5/30 |
Cross-model consensus of explanations and beyond for image classification models: An empirical study | Machine Learning | Xuhong Li Haoyi Xiong Siyu Huang Shilei Ji Dejing Dou | 2023/5 |
Autogcl: Automated graph contrastive learning via learnable view generators | Yihang Yin Qingzhong Wang Siyu Huang Haoyi Xiong Xiang Zhang | 2022 | |
Boosting active learning via improving test performance | Proceedings of the AAAI Conference on Artificial Intelligence | Tianyang Wang Xingjian Li Pengkun Yang Guosheng Hu Xiangrui Zeng | 2022/6/28 |
Muscle: Multi-task self-supervised continual learning to pre-train deep models for x-ray images of multiple body parts | Weibin Liao Haoyi Xiong Qingzhong Wang Yan Mo Xuhong Li | 2022/9/16 | |
Parameter-free style projection for arbitrary image style transfer | Siyu Huang Haoyi Xiong Tianyang Wang Bihan Wen Qingzhong Wang | 2022/5/23 | |
Instance segmentation of unlabeled modalities via cyclic segmentation gan | arXiv preprint arXiv:2204.03082 | Leander Lauenburg Zudi Lin Ruihan Zhang Márcia dos Santos Siyu Huang | 2022/4/6 |
Temporal Output Discrepancy for Loss Estimation-Based Active Learning | IEEE Transactions on Neural Networks and Learning Systems | Siyu Huang Tianyang Wang Haoyi Xiong Bihan Wen Jun Huan | 2022/7/19 |
A Unified Framework for Bidirectional Prototype Learning From Contaminated Faces Across Heterogeneous Domains | IEEE Transactions on Information Forensics and Security | Meng Pang Binghui Wang Siyu Huang Yiu-Ming Cheung Bihan Wen | 2022/4/1 |
BM-NAS: Bilevel multimodal neural architecture search | Proceedings of the AAAI Conference on Artificial Intelligence | Yihang Yin Siyu Huang Xiang Zhang | 2022/6/28 |
Practical assessment of generalization performance robustness for deep networks via contrastive examples | arXiv preprint arXiv:2106.10653 | Xuanyu Wu Xuhong Li Haoyi Xiong Xiao Zhang Siyu Huang | 2021/6/20 |
Fino: Flow-based joint image and noise model | arXiv preprint arXiv:2111.06031 | Lanqing Guo Siyu Huang Haosen Liu Bihan Wen | 2021/11/11 |
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows | Jie An Siyu Huang Yibing Song Dejing Dou Wei Liu | 2021 |
Co-Authors
