Yizhe(Ethan) Zhu

Yizhe(Ethan) Zhu

Senior Research Scientist

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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Posts

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

portfolio

publications

Books and Book Chapters

  1. Language-Guided Visual Recognition
    – Mohamed Elhoseiny, Yizhe Zhu*, Ahmed Elgammal
    – Applied Cloud Deep Semantic Recognition, Chapter 5, 2018 [link] </p>

2017

  1. A Multilayer-Based Framework for Online Background Subtraction with Freely Moving Cameras
    – Yizhe Zhu, Ahmed Elgammal,
    – International Conference on Computer Vision, ICCV 2017.
  2. 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    .

2018

  1. CU-Net: Coupled U-Nets
    – Zhiqiang Tang, Xi Peng, Shijie Geng, Yizhe Zhu, Dimitris Metaxas,
    – British Machine Vision Conference, (BMVC Oral) 2018.
  2. 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.

2019

  1. 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.
  2. 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
  3. AdaTransform: Adaptive Data Transformation
    – Zhiqiang Tang, Xi Peng , Tingfeng Li, Yizhe Zhu, Dimitris N Metaxas
    – International Conference on Computer Vision (ICCV Oral) 2019

2020

  1. 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  
  2. Federated Adversarial Domain Adaptation
    – Xingchao Peng, Zijun Huang, Yizhe Zhu, Kate Saenko
    – International Conference on Learning Representations (ICLR) 2020  
  3. 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  

2021

  1. 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  
  2. Self-Supervised Sketch-to-Image Synthesis
    – Bingchen Liu, Yizhe Zhu, Kunpeng Song, Ahmed Elgammal
    – The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) 2021  
  3. TIME: Text and Image Mutual-Translation Adversarial Networks
    – Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal
    – The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) 2021  

2022

  1. Magicvideo: Efficient video generation with latent diffusion models
    – Daquan Zhou, Weimin Wang, Hanshu Yan, Weiwei Lv, Yizhe Zhu, Jiashi Feng
    –arXiv preprint arXiv:2211.11018  

2023

  1. Shifted diffusion for text-to-image generation
    – Yufan Zhou, Bingchen Liu, Yizhe Zhu, Xiao Yang, Changyou Chen, Jinhui Xu
    –IEEE Conference on Computer Vision and Patter (CVPR) 2023  
  2. MagicDance: Realistic Human Dance Video Generation with Motions & Facial Expressions Transfer
    – Di Chang, Yichun Shi, Quankai Gao, Jessica Fu, Hongyi Xu, Guoxian Song, Qing Yan, Yizhe Zhu, Xiao Yang, Mohammad Soleymani
    –arXiv preprint arXiv:2311.12052  

2024

  1. MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
    – Kunpeng Song, Yizhe Zhu, Bingchen Liu, Qing Yan, Ahmed Elgammal, Xiao Yang
    –arXiv preprint arXiv:2404.05674