The 1st Agriculture-Vision Challenge: Methods and Results. - Mang Tik Chiu; Xingqian Xu; Kai Wang 058; Jennifer A. Hobbs; Naira Hovakimyan; Thomas S. Huang; Honghui Shi; Yunchao Wei; Zilong Huang; Alexander G. Schwing; Robert Brunner; Ivan Dozier; et al. (CVPR Workshops, 2020)

Reducing the feature divergence of RGB and near-infrared images using Switchable Normalization. - Siwei Yang; Shaozuo Yu; Bingchen Zhao; Yin Wang (CVPR Workshops, 2020)

Making CNNs Interpretable by Building Dynamic Sequential Decision Forests with Top-down Hierarchy Learning. - Yilin Wang; Shaozuo Yu; Xiaokang Yang 001; Wei Shen 002 (CoRR, 2021)

Rail-5k: a Real-World Dataset for Rail Surface Defects Detection. - Zihao Zhang; Shaozuo Yu; Siwei Yang; Yu Zhou; Bingchen Zhao (CoRR, 2021)

ROBIN : A Benchmark for Robustness to Individual Nuisancesin Real-World Out-of-Distribution Shifts. - Bingchen Zhao; Shaozuo Yu; Wufei Ma; Mingxin Yu; Shenxiao Mei; Angtian Wang; Ju He; Alan L. Yuille; Adam Kortylewski (CoRR, 2021)

OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images. - Bingchen Zhao; Shaozuo Yu; Wufei Ma; Mingxin Yu; Shenxiao Mei; Angtian Wang; Ju He; Alan L. Yuille; Adam Kortylewski (ECCV (8), 2022)

Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need. - Jingyao Li; Pengguang Chen; Zexin He; Shaozuo Yu; Shu Liu 005; Jiaya Jia (CVPR, 2023)

Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition. - Zhisheng Zhong; Chengyao Wang; Yuqi Liu 003; Senqiao Yang; Longxiang Tang; Yuechen Zhang; Jingyao Li; Tianyuan Qu; Yanwei Li; Yukang Chen; Shaozuo Yu; Sitong Wu; et al. (CoRR, 2024)

BAL: Balancing Diversity and Novelty for Active Learning. - Jingyao Li; Pengguang Chen; Shaozuo Yu; Shu Liu 005; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

MOODv2: Masked Image Modeling for Out-of-Distribution Detection. - Jingyao Li; Pengguang Chen; Shaozuo Yu; Shu Liu 005; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

OOD-CV-v2 : An Extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images. - Bingchen Zhao; Jiahao Wang 001; Wufei Ma; Artur Jesslen; Siwei Yang; Shaozuo Yu; Oliver Zendel 001; Christian Theobalt; Alan L. Yuille; Adam Kortylewski (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

TraveLLaMA: Facilitating Multi-modal Large Language Models to Understand Urban Scenes and Provide Travel Assistance. - Meng Chu; Yukang Chen; Haokun Gui; Shaozuo Yu; Yi Wang 074; Jiaya Jia (CoRR, 2025)