Conference Papers

2020

  • Federated Adversarial Domain Adaptation
    --Xingchao Peng, Zijun Huang, Yizhe Zhu, Kate Saenko
    --International Conference on Learning Representations (ICLR) 2020 [pdf]

  • OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization
    --Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal
    --The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) 2020 [arXiv]

2019

  • Semantic-Guided Multi-Attention Localization for Zero-Shot Learning
    --Yizhe Zhu, Jianwen Xie, Zhiqiang Tang, Xi Peng , Ahmed Elgammal
    --Thirty-third Conference on Neural Information Processing Systems (NeurIPS) 2019

  • Learning Feature-to-Feature Translator by Alternating Back-Propagation for Zero-Shot Learning
    --Yizhe Zhu, Jianwen Xie, Bingchen Liu, Ahmed Elgammal
    --International Conference on Computer Vision (ICCV) 2019

  • AdaTransform: Adaptive Data Transformation
    Zhiqiang Tang, Xi Peng , Tingfeng Li, Yizhe Zhu, Dimitris N Metaxas
    --International Conference on Computer Vision (ICCV Oral) 2019 

2018

  • CU-Net: Coupled U-Nets
    --Zhiqiang Tang, Xi Peng, Shijie Geng, Yizhe Zhu, Dimitris Metaxas
    --British Machine Vision Conference (BMVC Oral) 2018  

  • A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts
    --Yizhe Zhu, Mohamed Elhoseiny, Bingchen Liu, Xi Peng, Ahmed Elgammal
    --IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018

2017

  • A Multilayer-Based Framework for Online Background Subtraction with Freely Moving Cameras
    --Yizhe Zhu, Ahmed Elgammal
    --International Conference on Computer Vision (ICCV) 2017

  • Link the head to the “beak”: Zero Shot Learning from Noisy Text Description at Part Precision
    --Mohamed Elhoseiny*, Yizhe Zhu*, Han Zhang, Ahmed Elgammal (*contributed equally)
    --IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017

Book Chapters

  • Language-Guided Visual Recognition
    --Mohamed Elhoseiny, Yizhe Zhu*, Ahmed Elgammal
    --Applied Cloud Deep Semantic Recognition, Chapter 5, 2018 [link]