2025
Text-based Animatable 3D Avatars with Morphable Model Alignment
Yiqian Wu, Malte Prinzler, Xiaogang Jin, Siyu Tang
ACM SIGGRAPH (Conference Track) 2025 Work done while visiting ETH Zurich
A novel framework, AnimPortrait3D, for text-based realistic animatable 3DGS avatar generation with morphable model alignment.
Text-based Animatable 3D Avatars with Morphable Model Alignment
Yiqian Wu, Malte Prinzler, Xiaogang Jin, Siyu Tang
ACM SIGGRAPH (Conference Track) 2025 Work done while visiting ETH Zurich
A novel framework, AnimPortrait3D, for text-based realistic animatable 3DGS avatar generation with morphable model alignment.
3DPortraitGAN: Learning Canonical Full-Head 3D GANs from a Single-View Portrait Dataset with Diverse Body Poses
Yiqian Wu, Hao Xu, Xiangjun Tang, Yue Shangguan, Hongbo Fu, Xiaogang Jin
IEEE Transactions on Circuits and Systems for Video Technology 2025
The first 3D-aware one-quarter headshot portrait generator that learns a canonical 3D avatar distribution from the 360°PHQ dataset with body pose self-learning.
3DPortraitGAN: Learning Canonical Full-Head 3D GANs from a Single-View Portrait Dataset with Diverse Body Poses
Yiqian Wu, Hao Xu, Xiangjun Tang, Yue Shangguan, Hongbo Fu, Xiaogang Jin
IEEE Transactions on Circuits and Systems for Video Technology 2025
The first 3D-aware one-quarter headshot portrait generator that learns a canonical 3D avatar distribution from the 360°PHQ dataset with body pose self-learning.
EgoM2P: Egocentric Multimodal Multitask Pretraining
Gen Li, Yutong Chen*, Yiqian Wu*, Kaifeng Zhao*, Marc Pollefeys, Siyu Tang (* equal contribution)
IEEE/CVF International Conference on Computer Vision (ICCV) 2025
A masked modeling framework that learns from temporally-aware multimodal tokens to train a large, general-purpose model for egocentric 4D understanding.
EgoM2P: Egocentric Multimodal Multitask Pretraining
Gen Li, Yutong Chen*, Yiqian Wu*, Kaifeng Zhao*, Marc Pollefeys, Siyu Tang (* equal contribution)
IEEE/CVF International Conference on Computer Vision (ICCV) 2025
A masked modeling framework that learns from temporally-aware multimodal tokens to train a large, general-purpose model for egocentric 4D understanding.
Semantically Consistent Text-to-Motion with Unsupervised Styles
Linjun Wu, Xiangjun Tang, Jingyuan Cong, He Wang, Bo Hu, Xu Gong, Songnan Li, Yuchen Liao, Yiqian Wu, Chen Liu, Xiaogang Jin
ACM SIGGRAPH (Conference Track) 2025
A novel method that integrates unsupervised style from arbitrary references into a text-driven diffusion model to generate semantically consistent stylized human motion.
Semantically Consistent Text-to-Motion with Unsupervised Styles
Linjun Wu, Xiangjun Tang, Jingyuan Cong, He Wang, Bo Hu, Xu Gong, Songnan Li, Yuchen Liao, Yiqian Wu, Chen Liu, Xiaogang Jin
ACM SIGGRAPH (Conference Track) 2025
A novel method that integrates unsupervised style from arbitrary references into a text-driven diffusion model to generate semantically consistent stylized human motion.
AlignTex: Pixel-Precise Texture Generation from Multi-view Artwork
Yuqing Zhang, Hao Xu, Yiqian Wu, Sirui Chen, Sirui Lin, Xiang Li, Xifeng Gao, Xiaogang Jin
ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2025
A novel framework for pixel-precise texture generation from multi-view artwork.
AlignTex: Pixel-Precise Texture Generation from Multi-view Artwork
Yuqing Zhang, Hao Xu, Yiqian Wu, Sirui Chen, Sirui Lin, Xiang Li, Xifeng Gao, Xiaogang Jin
ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2025
A novel framework for pixel-precise texture generation from multi-view artwork.
2024
Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior
Yiqian Wu, Hao Xu, Xiangjun Tang, Xien Chen, Siyu Tang, Zhebin Zhang, Chen Li, Xiaogang Jin
ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2024
A novel neural rendering-based framework with a novel joint geometry-appearance prior to achieve text-to-3D-portrait generation.
Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior
Yiqian Wu, Hao Xu, Xiangjun Tang, Xien Chen, Siyu Tang, Zhebin Zhang, Chen Li, Xiaogang Jin
ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2024
A novel neural rendering-based framework with a novel joint geometry-appearance prior to achieve text-to-3D-portrait generation.
StyleTex: Style Image-Guided Texture Generation for 3D Models
Zhiyu Xie, Yuqing Zhang, Xiangjun Tang, Yiqian Wu, Dehan Chen, Gongsheng Li, Xiaogang Jin
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2024
An innovative diffusion-model-based framework for creating stylized textures for 3D models.
StyleTex: Style Image-Guided Texture Generation for 3D Models
Zhiyu Xie, Yuqing Zhang, Xiangjun Tang, Yiqian Wu, Dehan Chen, Gongsheng Li, Xiaogang Jin
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2024
An innovative diffusion-model-based framework for creating stylized textures for 3D models.
Decoupling Contact for Fine-Grained Motion Style Transfer
Xiangjun Tang, Linjun Wu, He Wang, Yiqian Wu, Bo Hu, Songnan Li, Xu Gong, Yuchen Liao, Qilong Kou, Xiaogang Jin
ACM SIGGRAPH Asia (Conference Track) 2024
A novel style transfer method for fine-grained control over contacts while achieving both motion naturalness and spatial temporal variations of style.
Decoupling Contact for Fine-Grained Motion Style Transfer
Xiangjun Tang, Linjun Wu, He Wang, Yiqian Wu, Bo Hu, Songnan Li, Xu Gong, Yuchen Liao, Qilong Kou, Xiaogang Jin
ACM SIGGRAPH Asia (Conference Track) 2024
A novel style transfer method for fine-grained control over contacts while achieving both motion naturalness and spatial temporal variations of style.
FusionDeformer: Text-guided Mesh Deformation using Diffusion Models
Hao Xu, Yiqian Wu, Xiangjun Tang, Jing Zhang, Yang Zhang, Zhebin Zhang, Chen Li, Xiaogang Jin
The Visual Computer 2024
A novel automatic text-guided mesh deformation method that leverages diffusion models.
FusionDeformer: Text-guided Mesh Deformation using Diffusion Models
Hao Xu, Yiqian Wu, Xiangjun Tang, Jing Zhang, Yang Zhang, Zhebin Zhang, Chen Li, Xiaogang Jin
The Visual Computer 2024
A novel automatic text-guided mesh deformation method that leverages diffusion models.
Enhancing the Authenticity of Rendered Portraits with Identity-Consistent Transfer Learning
Luyuan Wang, Yiqian Wu, Yongliang Yang, Chen Liu, Xiaogang Jin
Computer Animation and Virtual Worlds 2024
A novel photo-realistic portrait generation framework that can effectively mitigate the "uncanny valley" effect and improve the overall authenticity of rendered portraits.
Enhancing the Authenticity of Rendered Portraits with Identity-Consistent Transfer Learning
Luyuan Wang, Yiqian Wu, Yongliang Yang, Chen Liu, Xiaogang Jin
Computer Animation and Virtual Worlds 2024
A novel photo-realistic portrait generation framework that can effectively mitigate the "uncanny valley" effect and improve the overall authenticity of rendered portraits.
2023
LPFF: A Portrait Dataset for Face Generators Across Large Poses
Yiqian Wu, Jing Zhang, Hongbo Fu, Xiaogang Jin
IEEE/CVF International Conference on Computer Vision (ICCV) 2023
A large-pose Flickr face dataset comprised of 19,590 high-quality real large-pose portrait images.
LPFF: A Portrait Dataset for Face Generators Across Large Poses
Yiqian Wu, Jing Zhang, Hongbo Fu, Xiaogang Jin
IEEE/CVF International Conference on Computer Vision (ICCV) 2023
A large-pose Flickr face dataset comprised of 19,590 high-quality real large-pose portrait images.
Deep Real-time Volumetric Rendering Using Multi-feature Fusion
Jinkai Hu, Chengzhong Yu, Hongli Liu, Lingqi Yan, Yiqian Wu, Xiaogang Jin
ACM SIGGRAPH (Conference Track) 2023
A practical framework with a lightweight feature fusion neural network for rendering high-order scattered radiance of participating media in real time.
Deep Real-time Volumetric Rendering Using Multi-feature Fusion
Jinkai Hu, Chengzhong Yu, Hongli Liu, Lingqi Yan, Yiqian Wu, Xiaogang Jin
ACM SIGGRAPH (Conference Track) 2023
A practical framework with a lightweight feature fusion neural network for rendering high-order scattered radiance of participating media in real time.
2022
HairMapper: Removing Hair from Portraits Using GANs
Yiqian Wu, Yongliang Yang, Xiaogang Jin
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
A dataset and a baseline method for removing hair from portrait images using generative adversarial networks (GANs).
HairMapper: Removing Hair from Portraits Using GANs
Yiqian Wu, Yongliang Yang, Xiaogang Jin
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
A dataset and a baseline method for removing hair from portrait images using generative adversarial networks (GANs).
2021
Coarse-to-Fine: Facial Structure Editing of Portrait Images via Latent Space Classifications
Yiqian Wu, Yongliang Yang, Qinjie Xiao, Xiaogang Jin
ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2021
A novel method that can automatically remove the double chin effect in portrait images.
Coarse-to-Fine: Facial Structure Editing of Portrait Images via Latent Space Classifications
Yiqian Wu, Yongliang Yang, Qinjie Xiao, Xiaogang Jin
ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2021
A novel method that can automatically remove the double chin effect in portrait images.
EyelashNet: A Dataset and A Baseline Method for Eyelash Matting
Qinjie Xiao, Hanyuan Zhang, Zhaorui Zhang, Yiqian Wu, Luyuan Wang, Xiaogang Jin, Xinwei Jiang, Yongliang Yang, Tianjia Shao, Kun Zhou
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2021
The first eyelash matting dataset which contains 5,400 high-quality eyelash matting data captured from real world and 5,272 virtual eyelash matting data created by rendering avatars.
EyelashNet: A Dataset and A Baseline Method for Eyelash Matting
Qinjie Xiao, Hanyuan Zhang, Zhaorui Zhang, Yiqian Wu, Luyuan Wang, Xiaogang Jin, Xinwei Jiang, Yongliang Yang, Tianjia Shao, Kun Zhou
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2021
The first eyelash matting dataset which contains 5,400 high-quality eyelash matting data captured from real world and 5,272 virtual eyelash matting data created by rendering avatars.
2020
iOrthoPredictor: Model-guided Deep Prediction of Teeth Alignment
Lingchen Yang, Zefeng Shi, Yiqian Wu, Xiang Li, Kun Zhou, Hongbo Fu, Youyi Zheng
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2020
A novel system to visually predict teeth alignment in photographs.
iOrthoPredictor: Model-guided Deep Prediction of Teeth Alignment
Lingchen Yang, Zefeng Shi, Yiqian Wu, Xiang Li, Kun Zhou, Hongbo Fu, Youyi Zheng
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2020
A novel system to visually predict teeth alignment in photographs.