Shaozuo Yu

Chinese University of Hong Kong — China

Computer Science · Physical Sciences

6h-index136citations16works3.72yr avg
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Research Topics

Advanced Neural Network Applications(7), Domain Adaptation and Few-Shot Learning(7), Adversarial Robustness in Machine Learning(5), Advanced Image and Video Retrieval Techniques(4), Anomaly Detection Techniques and Applications(4)

Publications16 total

OOD-CV-v2 : An Extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
IEEE Transactions on Pattern Analysis and Machine Intelligence·2024· 7 cited
MOODv2: Masked Image Modeling for Out-of-Distribution Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence·2024· 4 cited
MOODv2: Masked Image Modeling for Out-of-Distribution Detection
arXiv (Cornell University)·2024Open Access
BAL: Balancing Diversity and Novelty for Active Learning
arXiv (Cornell University)·2023Open Access
BAL: Balancing Diversity and Novelty for Active Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence·2023· 14 cited
Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need
2023· 43 cited
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
arXiv (Cornell University)·2023Open Access
Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need
arXiv (Cornell University)·2023· 4 citedOpen Access
OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
Lecture notes in computer science·2022· 26 cited
ROBIN : A Benchmark for Robustness to Individual Nuisancesin Real-World Out-of-Distribution Shifts
arXiv (Cornell University)·2021Open Access
OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
arXiv (Cornell University)·2021· 1 citedOpen Access
Reducing the feature divergence of RGB and near-infrared images using Switchable Normalization
arXiv (Cornell University)·2021· 1 citedOpen Access
Making CNNs Interpretable by Building Dynamic Sequential Decision Forests with Top-down Hierarchy Learning
arXiv (Cornell University)·2021Open Access
Reducing the feature divergence of RGB and near-infrared images using Switchable Normalization
2020· 11 cited
The 1st Agriculture-Vision Challenge: Methods and Results
2020· 19 citedOpen Access
The 1st Agriculture-Vision Challenge: Methods and Results
arXiv (Cornell University)·2020· 6 citedOpen Access

Frequent Co-authors

Pengguang Chen(6), Jiaya Jia(6), Bingchen Zhao(6), Shu Liu(5), Wufei Ma(5), Alan Yuille(5), Adam Kortylewski(5), Siwei Yang(4), Jingyao Li(3), Shenxiao Mei(3), Angtian Wang(3), Jingyao Li(3), Bingchen Zhao(3), Zexin He(2), Mingxin Yu(2), Ju He(2), Mang Tik Chiu(2), Xingqian Xu(2), Jennifer Hobbs(2), Naira Hovakimyan(2)