Publications

Journal Papers

  1. Enhance Visual Recognition under Adverse Conditions via Deep Networks
    Ding Liu*, Bowen Cheng*, Zhangyang Wang, Haichao Zhang, Thomas Huang
    IEEE Transactions on Image Processing (TIP), 2018
    [Link]

Conference Papers

  1. Revisiting RCNN: On Awakening the Classification Power of Faster RCNN
    Bowen Cheng, Yunchao Wei, Honghui Shi, Rogerio Feris, Jinjun Xiong, Thomas Huang
    European Conference on Computer Vision (ECCV), 2018
    [Link] [Code]

  2. TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection
    Yunchao Wei, Zhiqiang Shen*, Bowen Cheng*, Honghui Shi, Jinjun Xiong, Jiashi Feng, Thomas Huang
    European Conference on Computer Vision (ECCV), 2018
    [Link]

  3. Robust Emotion Recognition from Low Quality and Low Bit Rate Video: A Deep Learning Approach
    Bowen Cheng, Zhangyang Wang, Zhaobin Zhang, Zhu Li, Ding Liu, Jianchao Yang, Shuai Huang, Thomas Huang
    Affective Computing and Intelligent Interaction (ACII), 2017
    [Link] [Code]

Tech Reports

  1. Revisiting Pre-training: An Efficient Training Method for Image Classification
    Bowen Cheng, Yunchao Wei, Honghui Shi, Shiyu Chang, Jinjun Xiong, Thomas Huang
    [ArXiv]

  2. Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection
    Bowen Cheng, Yunchao Wei, Honghui Shi, Rogerio Feris, Jinjun Xiong, Thomas Huang
    [ArXiv] [Code]

  3. Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition
    Bowen Cheng*, Rong Xiao*, Yandong Guo, Yuxiao Hu, Jianfeng Wang, Lei Zhang
    [ArXiv]

Other Publications

  1. Visual Recognition in Very Low-Quality Settings: Delving Into the Power of Pre-Training
    Bowen Cheng*, Ding Liu*, Zhangyang Wang, Haichao Zhang, Thomas Huang
    AAAI Conference on Artificial Intelligence (AAAI), 2018
    [Link]

(Note: * Equal contribution)