Yabo Zhang (张亚博)

I am a first-year PhD student supervised by Prof. Wangmeng Zuo at Harbin Institute of Technology. Prior it, I obtained bachelor and master degrees in computer science at the same university in 2021 and 2023, respectively.

My research interests focus on image/video synthesis, especially in efficient learning of large-scale generative models.

Email  /  CV (Updated in 2023.01)  /  Google Scholar  /  Github  /  Linkedin

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VideoElevator : Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models
Yabo Zhang, Yuxiang Wei, Xianhui Lin, Zheng Hui, Peiran Ren, Xuansong Xie, Xiangyang Ji, Wangmeng Zuo
Arxiv 2024

Paper | Code | Project Page

ControlVideo: Training-free Controllable Text-to-Video Generation
Yabo Zhang, Yuxiang Wei, Dongsheng Jiang, Xiaopeng Zhang, Wangmeng Zuo, Qi Tian
ICLR 2024

Paper | Code [650+ stars🌟] | Demo

VQ-Font: Few-Shot Font Generation with Structure-Aware Enhancement and Quantization
Mingshuai Yao, Yabo Zhang, Xianhui Lin, Xiaoming Li, Wangmeng Zuo
AAAI 2024

Paper | Code

ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation
Yuxiang Wei, Yabo Zhang, Zhilong Ji, Jinfeng Bai, Lei Zhang, Wangmeng Zuo
ICCV 2023 (Oral)

Paper | Code [400+ stars🌟] | Demo

DiFa: Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks
Yabo Zhang, Mingshuai Yao, Yuxiang Wei, Zhilong Ji, Jinfeng Bai, Wangmeng Zuo
NeurIPS 2022

Paper | Code | Slides | Video

Associating Spatially-Consistent Grouping with Text-supervised Semantic Segmentation
Yabo Zhang, Zihao Wang, Jun Hao Liew, Jiashi Feng, Manyu Zhu, Wangmeng Zuo
Arxiv 2023

Paper | Code

  • Research Intern at Bytedance, Jun.2022 - Jan.2023
    Supervised by Zihao Wang, work closely with Jiashi Feng and Jun Hao Liew.

  • Algorithm Engineer Intern at Bytedance, Apr. 2021 - Aug. 2021
    Focus on table detection and recognition in photo scene.
  • Journal reviewers: TPAMI, TIP, TNNLS, SCIS, Machine Learning
  • Conference reviewers: NeurIPS 2023, ICLR 2024, CVPR 2024, ICML 2024, ECCV 2024
  • China National Scholarship (2022)

  • Excellent Graduate at Harbin Institute of Technology (2021, 2023)

  • First-Class People's Scholarship (Top 3%)

  • Huawei Enterprise Scholarship (Top 3%)

  • Meritorious Winner in Mathematical Contest in Modeling (Top 7%)

    Teaching assistant in Harbin Institute of Technology.

  • CS32262: Pattern Recognition Deep Learning, Spring 2022

  • CS32131: Data Structures and Algorithms, Fall 2021

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