Wei Liu

Image Generation

• DreamIdentity: Improved Editability for Efficient Face-identity Preserved Image Generation
  Zhuowei Chen, Shancheng Fang, Wei Liu*， Qian He, Mengqi Huang, Yongdong Zhang, Zhendong Mao
  AAAI Conference on Artificial Intelligence (AAAI-24) proj demo 相关报道

• DreamTuner: Single Image is Enough for Subject-Driven Generation
  Miao Hua, Jiawei Liu, Fei Ding, Wei Liu*
  arxiv proj demo 相关报道

• Design Booster: A Text-Guided Diffusion Model for Image Translation with Spatial Layout Preservation
  Shiqi Sun, Shancheng Fang, Qian He, Wei Liu*
  The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2023 (submitted) 量子位报道

• XMP-Font: Self-Supervised Cross-Modality Pre-training for Few-Shot Font Generation
  Wei Liu, Fangyue Liu, Fei Ding, Qian He, Zili Yi
  The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2022   火山引擎报道

• CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP
  Zihao Wang, Wei Liu,, Qian He, Xinglong Wu, Zili Yi
  Submitted to ECCV 2022   量子位报道

• CFFT-GAN: Cross-domain Feature Fusion Transformer for Exemplar-based Image Translation
  Tianxiang Ma, Bingchuan Li, Wei Liu, Miao Hua, Jing Dong, Tieniu Tan
  AAAI 2023   机器之心报道

• ReGANIE: Rectifying GAN Inversion Errors for Accurate Real Image Editing
  Bingchuan Li, Tianxiang Ma, Peng Zhang, Miao Hua, Wei Liu, Qian He, Zili Yi
  AAAI 2023   机器之心报道

• DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing
  Bingchuan Li, Shaofei Cai, Wei Liu, Peng Zhang, Miao Hua, Qian He, Zili Yi
  WACV 2023

• ChildPredictor: A Child Face Prediction Framework with Disentangled Learning
  Yuzhi Zhao, Lai-Man Po, Xuehui Wang, Qiong Yan, Wei Shen, Yujia Zhang, Wei Liu, Chun-Kit Wong, Chiu-Sing Pang, Weifeng Ou, Wing Yin Yu, Buhua Liu
  IEEE Transactions on Multimedia, 2022 (IF=6.51)

Image Enhancement

• Densely self-guided wavelet network for image denoising
  Wei Liu, Qiong Yan, Yuzhi Zhao
  The IEEE / CVF Computer Vision and Pattern Recognition Conference Workshop (CVPRW) 2020

Domain Adaptation

• Bispace domain adaptation network for remotely sensed semantic segmentation
  Wei Liu, Fulin Su, Xinfei Jin, Hongxu Li, Rongjun Qin
  IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020 (IF=6.87)

• A multikernel domain adaptation method for unsupervised transfer learning on cross-source and cross-region remote sensing data classification
  Wei Liu, Rongjun Qin
  IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020 (IF=6.87)

• A novel unsupervised adversarial domain adaptation network for remotely sensed scene classification
  Wei Liu, Fulin Su
  International Journal of Remote Sensing, 2020 (IF=3.36)

• Unsupervised Adversarial Domain Adaptation Network for Semantic Segmentation
  Wei Liu, Fulin Su
  IEEE Geoscience and Remote Sensing Letters, 2019 (IF=5.14)

• Weakly supervised classification of time-series of very high resolution remote sensing images by transfer learning
  Wei Liu, Rongjun Qin, Fulin Su
  Remote Sensing Letters, 2019 (IF=2.91)

• An unsupervised domain adaptation method for multi-modal remote sensing image classification
  Wei Liu, Rongjun Qin, Fulin Su, Kun Hu
  2018 26th International Conference on Geoinformatics (Best Student Paper 3rd plcae)

• Unsupervised Transfer Learning Using for Multi-Model Remote Sensing Data Classification
  Wei Liu, Rongjun Qin
  IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019

• Large-Scale Land Cover Mapping of Satellite Images Using Ensemble of Random Forests — IEEE Data Fusion Contest 2020 Track 1
  Huijun Chen, Wei Liu, Changlin Xiao, Rongjun Qin
  IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2020

• Large-Scale Land Cover Mapping of Satellite Images Using Ensemble of Random Forests with Multi-Resolution Label–IEEE Data Fusion Contest 2020 Track 2
  Huijun Chen, Changlin Xiao, Wei Liu, Rongjun Qin
  IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2020

Stereo Matching

• A window size selection network for stereo dense image matching
  Xu Huang, Wei Liu (The first two authors contributed equally), Rongjun Qin
  International Journal of Remote Sensing, 2020 (IF=3.36)

• Stereo dense image matching by adaptive fusion of multiple-window matching results
  Yilong Han, Wei Liu , Xu Huang, Shugen Wang, Rongjun Qin
  Remote Sensing, 2020 (IF=4.85)

• Semantic 3D reconstruction using multi-view high-resolution satellite images based on U-Net and image-guided depth fusion
  Rongjun Qin, Xu Huang, Wei Liu, Changlin Xiao
  IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019

• Pairwise stereo image disparity and semantics estimation with the combination of U-Net and pyramid stereo matching network
  Rongjun Qin, Xu Huang, Wei Liu, Changlin Xiao
  IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019

Others

• Semisupervised multiview feature selection for VHR remote sensing images with label learning and automatic view generation
  Xi Chen, Wei Liu, Fulin Su, Gongjian Zhou
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017 (IF=4.54)

• Semi-supervised multiview feature selection with label learning for VHR remote sensing images
  Xi Chen, Wei Liu, Fulin Su, Guofan Shao
  IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2016

• Hierarchical regression network for spectral reconstruction from RGB images
  Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin
  The IEEE / CVF Computer Vision and Pattern Recognition Conference Workshop (CVPRW) 2020

• High-frequency jitter detection by registration error curve of high-resolution multi-spectral satellite image
  Kun Hu, Yongjun Zhang, Wei Liu
  2018 26th International Conference on Geoinformatics