Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines. - Shuqin Xie; Zitian Chen; Chao Xu; Cewu Lu (CVPR, 2018)

Semantic Feature Augmentation in Few-shot Learning. - Zitian Chen; Yanwei Fu 001; Yinda Zhang 001; Yu-Gang Jiang 001; Xiangyang Xue 001; Leonid Sigal (CoRR, 2018)

Neural Arithmetic Expression Calculator. - Kaiyu Chen; Yihan Dong; Xipeng Qiu; Zitian Chen (CoRR, 2018)

Image Block Augmentation for One-Shot Learning. - Zitian Chen; Yanwei Fu 001; Kaiyu Chen; Yu-Gang Jiang 001 (AAAI, 2019)

Image Deformation Meta-Networks for One-Shot Learning. - Zitian Chen; Yanwei Fu 001; Yu-Xiong Wang; Lin Ma 002; Wei Liu 005; Martial Hebert (CVPR, 2019)

Multi-Level Semantic Feature Augmentation for One-Shot Learning. - Zitian Chen; Yanwei Fu 001; Yinda Zhang 001; Yu-Gang Jiang 001; Xiangyang Xue 001; Leonid Sigal (IEEE Trans. Image Process., 2019)

Cross-Supervised Object Detection. - Zitian Chen; Zhiqiang Shen; Jiahui Yu; Erik G. Learned-Miller (CoRR, 2020)

Learning to Score Figure Skating Sport Videos. - Chengming Xu 001; Yanwei Fu 001; Bing Zhang; Zitian Chen; Yu-Gang Jiang 001; Xiangyang Xue 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Shot in the Dark: Few-Shot Learning With No Base-Class Labels. - Zitian Chen; Subhransu Maji; Erik G. Learned-Miller (CVPR Workshops, 2021)

Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study. - Zhiqiang Shen; Zechun Liu; Dejia Xu; Zitian Chen; Kwang-Ting Cheng; Marios Savvides (ICLR, 2021)

Mod-Squad: Designing Mixture of Experts As Modular Multi-Task Learners. - Zitian Chen; Yikang Shen; Mingyu Ding; Zhenfang Chen; Hengshuang Zhao; Erik G. Learned-Miller; Chuang Gan 001 (CoRR, 2022)

HoME: Homogeneity-Mining-Based Embedding Towards Detecting Illicit Transactions on Bitcoin. - Zitian Chen; Guang Li 007; Danyang Xiao; Weigang Wu; Jieying Zhou (APWeb-WAIM (1), 2023)

Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners. - Zitian Chen; Yikang Shen; Mingyu Ding; Zhenfang Chen; Hengshuang Zhao; Erik G. Learned-Miller; Chuang Gan 001 (CVPR, 2023)

Visual Dependency Transformers: Dependency Tree Emerges from Reversed Attention. - Mingyu Ding; Yikang Shen; Lijie Fan; Zhenfang Chen; Zitian Chen; Ping Luo 002; Joshua B. Tenenbaum; Chuang Gan 001 (CVPR, 2023)

An Efficient General-Purpose Modular Vision Model via Multi-Task Heterogeneous Training. - Zitian Chen; Mingyu Ding; Yikang Shen; Wei Zhan; Masayoshi Tomizuka; Erik G. Learned-Miller; Chuang Gan 001 (CoRR, 2023)