Conference Papers

2021

• Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis
  --Bingchen Liu, Yizhe Zhu, Kunpeng Song, Ahmed Elgammal
  --International Conference on Learning Representations (ICLR) 2021 [arXiv]

• Self-Supervised Sketch-to-Image Synthesis
  --Bingchen Liu, Yizhe Zhu, Kunpeng Song, Ahmed Elgammal
  --The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI) 2021 [arXiv]

• TIME: Text and Image Mutual-Translation Adversarial Networks
  --Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal
  --The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI) 2021 [arXiv]

2020

• S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation
  --Yizhe Zhu, Martin Renqiang Min, Asim Kadav, Hans Peter Graf
  --IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020 [pdf]

• 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]