Publications

2024

  1. Deep Learning for Brain Encoding and Decoding: Principles, Practices and Beyond
    IJCAI 2024, In International Joint Conference on Artificial Intelligence. [Website]
    Jingyuan Sun, Weihao Xia, Jixing Li, Shaonan Wang, Jiajun Zhang, Cengiz Oztireli, and Marie-Francine Moens
  2. UMBRAE: Unified Multimodal Brain Decoding
    ECCV 2024, In European Conference on Computer Vision. [Website] [Code]
    Weihao Xia, Raoul Charette, Cengiz Öztireli, and Jing-Hao Xue
  3. DREAM: Visual Decoding from Reversing Human Visual System
    WACV 2024, In IEEE Winter Conference on Applications of Computer Vision. [Website] [Code]
    Weihao Xia, Raoul Charette, Cengiz Öztireli, and Jing-Hao Xue

2023

  1. A Survey on Deep Generative 3D-aware Image Synthesis
    CSUR 2023, ACM Computing Surveys. [Website] [Code]
    Weihao Xia, and Jing-Hao Xue
  2. DynODE: Modeling Latent Dynamics of StyleGAN using Neural ODEs
    NeurIPS 2023 Workshop, In Neural Information Processing Systems (NeurIPS) Workshop on Deep Learning and Inverse Problems. [Code]
    Weihao Xia, Yujiu Yang, and Jing-Hao Xue

2022

  1. GAN Inversion: A Survey
    TPAMI 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence. [Website]
    Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, and Ming-Hsuan Yang
  2. High-fidelity GAN Inversion with Padding Space
    ECCV 2022, In European Conference on Computer Vision. [Website] [Code]
    Qingyan Bai, Yinghao Xu, Jiapeng Zhu, Weihao Xia, Yujiu Yang, and Yujun Shen
  3. Learning Quality-Aware Dynamic Memory For Video Object Segmentation
    ECCV 2022, In European Conference on Computer Vision. [Code]
    Yong Liu, Ran Yu, Fei Yin, Xinyuan Zhao, Wei Zhao, Weihao Xia, and Yujiu Yang
  4. Identity-Guided Face Generation with Multi-modal Contour Conditions
    ICIP 2022, In International Conference on Image Processing.
    Qingyan Bai, Weihao Xia, Fei Yin, and Yujiu Yang
  5. Real-time Human-Centric Segmentation for Complex Video Scenes
    IVC 2022, Image and Vision Computing. [Code]
    Ran Yu, Chenyu Tian, Weihao Xia, Xinyuan Zhao, Liejun Wang, and Yujiu Yang
  6. Attentions Help Cnns See Better: Attention-Based Hybrid Image Quality Assessment Network
    CVPR 2022 Workshop, In CVPR Workshop on New Trends in Image Restoration and Enhancement (NTIRE). [Code]
    Shanshan Lao, Yuan Gong, Shuwei Shi, Sidi Yang, Tianhe Wu, Jiahao Wang, Weihao Xia, and Yujiu Yang

2021

  1. Region-adaptive deformable network for image quality assessment
    CVPR 2021 Workshop, In CVPR Workshop on New Trends in Image Restoration and Enhancement (NTIRE). [Code]
    Shuwei Shi, Qingyan Bai, Mingdeng Cao, Weihao Xia, Jiahao Wang, Yifan Chen, and Yujiu Yang
  2. PoseDet: Towards Real-time Multi-person Pose Estimation
    FG 2021, In IEEE International Conference on Automatic Face and Gesture Recognition. [Code]
    Chenyu Tian, Ran Yu, Xinyuan Zhao, Weihao Xia, Haoqian Wang, and Yujiu Yang
  3. TediGAN: Text-Guided Diverse Face Image Generation and Manipulation
    CVPR 2021, In IEEE Conference on Computer Vision and Pattern Recognition. [Website] [Code]
    Weihao Xia, Yujiu Yang, Jing-Hao Xue, and Baoyuan Wu
  4. Towards Open-World Text-Guided Face Image Generation and Manipulation
    Preprint 2021, arXiv:2104.08910. [Code]
    Weihao Xia, Yujiu Yang, Jing-Hao Xue, and Baoyuan Wu
  5. Domain Fingerprints for No-reference Image Quality Assessment
    TCSVT 2021, IEEE Transactions on Circuits and Systems for Video Technology.
    Weihao Xia, Yujiu Yang, Jing-Hao Xue, and Jing Xiao
  6. Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Poorly-Drawn Sketches
    NEUCOM 2021, Elsevier Neurocomputing.
    Weihao Xia, Yujiu Yang, and Jing-Hao Xue

2020

  1. Unsupervised Multi-Domain Multimodal Image-To-Image Translation With Explicit Domain-Constrained Disentanglement
    NN 2020, Elsevier Neural Networks. [Code]
    Weihao Xia, Yujiu Yang, and Jing-Hao Xue
  2. Controllable Continuous Gaze Redirection
    ACM MM 2020, In ACM International Conference on Multimedia. [Code]
    Weihao Xia, Yujiu Yang, Jing-Hao Xue, and Wensen Feng