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Sia Huat Tan

2 papers · 2020–2021 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (1) ICLR (1)

Top co-authors

Kaisheng Ma (2) Chenglong Bao (2) shaokai ye (1) Jiebo Song (1) Dihan Zheng (1) Zuoqiang Shi (1) Yunfei Yang (1) Kaidi Xu (1) Mu Zhou (1) Xiaowen Zhang (1)

Research topics

Deep Learning (2) Machine Learning (2) Application Areas (2) Learning Types · Machine Learning (2) Computer Vision (1) Analysis (1) Architectures (1) Learning Types · Deep Learning (1)

Keywords

unsupervised learning (2) representation learning (1) semantic segmentation (1) adversarial learning (1) image generation (1) domain generalization (1) domain adaptation (1) bayesian inference (1) unsupervised domain adaptation (1) image denoising (1) gaussian noise (1) synthetic image generation (1) synthetic image (1) source classifier (1) data calibrator (1)

Papers

An Unsupervised Deep Learning Approach for Real-World Image Denoising ICLR 2021 Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation CVPR 2020