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

  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

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

  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)