Do Deep Neural Networks Always Perform Better When Eating More Data? - Jiachen Yang; Zhuo Zhang; Yicheng Gong; Shukun Ma; Xiaolan Guo; Yue Yang; Shuai Xiao 001; Jiabao Wen; Yang Li 111; Xinbo Gao 001; Wen Lu; Qinggang Meng (CoRR, 2022)

Dataset and Baselines for IID and OOD Image Classification Considering Data Quality and Evolving Environments. - Zhuo Zhang; Yang Li 111; Yicheng Gong; Yue Yang; Shukun Ma; Xiaolan Guo; Sezai Ercisli (Int. J. Interact. Multim. Artif. Intell., 2023)

High-information data-centric weed images data identification system based on triple filter for smart agriculture. - Shukun Ma; Zhuo Zhang (J. Electronic Imaging, 2023)

Efficient data-driven behavior identification based on vision transformers for human activity understanding. - Jiachen Yang; Zhuo Zhang; Shuai Xiao 001; Shukun Ma; Yang Li 111; Wen Lu; Xinbo Gao 001 (Neurocomputing, 2023)

Few-shot ship classification based on metric learning. - You Zhou; Changlin Chen; Shukun Ma (Multim. Syst., 2023)

Say No to Redundant Information: Unsupervised Redundant Feature Elimination for Active Learning. - Jiachen Yang; Shukun Ma; Zhuo Zhang; Yang Li 111; Shuai Xiao 001; Jiabao Wen; Wen Lu; Xinbo Gao 001 (IEEE Trans. Multim., 2024)