93 citations · 190 across the 38 of their papers we have counts for
10 papers · 1 filter
3D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation
Zidu Wang, Xiangyu Zhu, Tianshuo Zhang +2
3D Morphable Models (3DMMs) provide promising 3D face reconstructions in various applications. However, existing methods struggle to reconstruct faces with extreme expressions due…
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation
Jingfan Chen, Yuxi Wang, Pengfei Wang +4
The Class Incremental Semantic Segmentation (CISS) extends the traditional segmentation task by incrementally learning newly added classes. Previous work has introduced generative…
Cross Architecture Distillation for Face Recognition
Weisong Zhao, Xiangyu Zhu, Zhixiang He +2
Transformers have emerged as the superior choice for face recognition tasks, but their insufficient platform acceleration hinders their application on mobile devices. In contrast,…
Grouped Knowledge Distillation for Deep Face Recognition
Weisong Zhao, Xiangyu Zhu, Kaiwen Guo +2
Compared with the feature-based distillation methods, logits distillation can liberalize the requirements of consistent feature dimension between teacher and student networks, whil…
Intrinsic Physical Concepts Discovery with Object-Centric Predictive Models
Qu Tang, XiangYu Zhu, Zhen Lei +1
The ability to discover abstract physical concepts and understand how they work in the world through observing lies at the core of human intelligence. The acquisition of this abili…
High-Fidelity Clothed Avatar Reconstruction from a Single Image
Tingting Liao, Xiaomei Zhang, Yuliang Xiu +7
This paper presents a framework for efficient 3D clothed avatar reconstruction. By combining the advantages of the high accuracy of optimization-based methods and the efficiency of…
OTAvatar: One-shot Talking Face Avatar with Controllable Tri-plane Rendering
Zhiyuan Ma, Xiangyu Zhu, Guojun Qi +2
Controllability, generalizability and efficiency are the major objectives of constructing face avatars represented by neural implicit field. However, existing methods have not mana…
Graphics Capsule: Learning Hierarchical 3D Face Representations from 2D Images
Chang Yu, Xiangyu Zhu, Xiaomei Zhang +2
The function of constructing the hierarchy of objects is important to the visual process of the human brain. Previous studies have successfully adopted capsule networks to decompos…
Sharpness-Aware Gradient Matching for Domain Generalization
Pengfei Wang, Zhaoxiang Zhang, Zhen Lei +1
The goal of domain generalization (DG) is to enhance the generalization capability of the model learned from a source domain to other unseen domains. The recently developed Sharpne…
Deep Learning for Human Parsing: A Survey
Xiaomei Zhang, Xiangyu Zhu, Ming Tang +1
Human parsing is a key topic in image processing with many applications, such as surveillance analysis, human-robot interaction, person search, and clothing category classification…