Pretrainings for applications

• Xiaoyi Dong, Yinglin Zheng, Jianmin Bao, Ting Zhang, Dongdong Chen, Hao Yang, Ming Zeng, Weiming Zhang, Lu Yuan, Dong Chen, Fang Wen, Nenghai Yu, MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining. Computer Vision and Pattern Recognition 2023. [paper]
  multi-modality pre-training
• Yinglin Zheng, Hao Yang, Ting Zhang, Jianmin Bao, Dongdong Chen, Yangyu Huang, Lu Yuan, Dong Chen, Ming Zeng, Fang Wen, General Facial Representation Learning in a Visual-Linguistic Manner. Computer Vision and Pattern Recognition 2022 (oral). [paper][code]
  transformer multi-modality pre-training face alignment face parsing face attributes
• Dengpan Fu, Dongdong Chen, Hao Yang, Jianmin Bao, Lu Yuan, Lei Zhang, Houqiang Li, Fang Wen, Dong Chen, Large Scale Pre-training for Person Re-identification with Noisy Labels. Computer Vision and Pattern Recognition 2022.
  weakly-supervised learning person re-id pre-training
• Dengpan Fu, Dongdong Chen, Jianmin Bao, Hao Yang, Lu Yuan, Lei Zhang, Houqiang Li, Dong Chen, Unsupervised Pre-training for Person Re-identification. Computer Vision and Pattern Recognition 2021. [paper]
  self-supervised learning person re-id pre-training

3D rendering and avatars

• Shizun Wang, Weihong Zeng, Xu Wang, Hao Yang, Li Chen, Yi Yuan, Yunzhao Zeng, Min Zheng, Chuang Zhang, Ming Wu, SwiftAvatar: Efficient Auto-Creation of Parameterized Stylized Character on Arbitrary Avatar Engines. AAAI 2023 (oral). [paper]
  face attributes avatar auto-creation adversarial training
• Hao Ouyang, Bo Zhang, Pan Zhang, Hao Yang, Jiaolong Yang, Dong Chen, Qifeng Chen, Fang Wen, Real-Time Neural Character Rendering with Pose-Guided Multiplane Images. European Conference on Computer Vision 2022. [paper][project]
  3d rendering dynamic scene multi-plane images
• Chulin Xie, Chuxin Wang, Bo Zhang, Hao Yang, Dong Chen, Fang Wen, Style-based Point Generator with Adversarial Rendering for Point Cloud Completion. Computer Vision and Pattern Recognition 2021. [paper] [code]
  3d point cloud point rendering point completion adversarial training

Face forgery and face forensics

• Lingzhi Li, Jianmin Bao, Hao Yang, Dong Chen, Fang Wen, FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping. Computer Vision and Pattern Recognition 2020 (oral). [paper]
  face synthesis face swapping adversarial training deepfake
• Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, Baining Guo, Face X-ray for More General Face Forgery Detection. Computer Vision and Pattern Recognition 2020 (oral). [paper]
  face forensics deepfake detection

Face parsing, face landmarks and face editing

• Jinpeng Lin, Hao Yang, Dong Chen, Ming Zeng, Fang Wen, Lu Yuan, Face Parsing with RoI Tanh-warping. Computer Vision and Pattern Recognition 2019. [paper] [data]
  face parsing segmentation
• Shuyang Gu, Jianmin Bao, Hao Yang, Dong Chen, Fang Wen, Lu Yuan, Mask-Guided Portrait Editing with Conditional GANs. Computer Vision and Pattern Recognition 2019. [paper]
  face synthesis adversarial training face parsing
• Yangyu Huang, Xi Chen, Jongyoo Kim, Hao Yang, Chong Li, Jiaolong Yang, Dong Chen, FreeEnricher: Enriching Face Landmarks without Additional Cost. AAAI 2023. [paper] [code]
  face alignment
• Yangyu Huang, Hao Yang, Chong Li, Jongyoo Kim, Fangyun Wei, ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment. International Conference on Computer Vision 2021. [paper]
  face alignment

Single-view 3D reconstruction

• Hao Yang and Hui Zhang, Automatic 3D reconstruction of a polyhedral object from a single line drawing under perspective projection. Computers & Graphics 65 (2017): 45-59. [paper]
  3d reconstruction single view line drawing
• Hao Yang and Hui Zhang, Efficient 3D Room Shape Recovery from a Single Panorama. Computer Vision and Pattern Recognition 2016 (full oral). [paper]
  3d reconstruction single view panorama
• Yunfeng Liang, Hao Yang, and Hui Zhang. A Per-pixel Noise Detection Approach for Example-Based Photometric Stereo. Computers & Graphics 46 (2015): 327-335. [paper]
  3d reconstruction photometric stereo