155 citations · 175 across the 8 of their papers we have counts for
9 papers
Teacher-Student Network for Real-World Face Super-Resolution with Progressive Embedding of Edge Information
Zhilei Liu, Chenggong Zhang
Traditional face super-resolution (FSR) methods trained on synthetic datasets usually have poor generalization ability for real-world face images. Recent work has utilized complex…
Self-supervised Facial Action Unit Detection with Region and Relation Learning
Juan Song, Zhilei Liu
Facial action unit (AU) detection is a challenging task due to the scarcity of manual annotations. Recent works on AU detection with self-supervised learning have emerged to addres…
Face Super-Resolution with Progressive Embedding of Multi-scale Face Priors
Chenggong Zhang, Zhilei Liu
The face super-resolution (FSR) task is to reconstruct high-resolution face images from low-resolution inputs. Recent works have achieved success on this task by utilizing facial p…
Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling
Jiyuan Cao, Zhilei Liu, Yong Zhang
Facial Action Unit (AU) detection is a crucial task for emotion analysis from facial movements. The apparent differences of different subjects sometimes mislead changes brought by…
Talking Head Generation Driven by Speech-Related Facial Action Units and Audio- Based on Multimodal Representation Fusion
Sen Chen, Zhilei Liu, Jiaxing Liu +1
Talking head generation is to synthesize a lip-synchronized talking head video by inputting an arbitrary face image and corresponding audio clips. Existing methods ignore not only…
Talking Head Generation with Audio and Speech Related Facial Action Units
Sen Chen, Zhilei Liu, Jiaxing Liu +2
The task of talking head generation is to synthesize a lip synchronized talking head video by inputting an arbitrary face image and audio clips. Most existing methods ignore the lo…
Action Unit Detection with Joint Adaptive Attention and Graph Relation
Chenggong Zhang, Juan Song, Qingyang Zhang +3
This paper describes an approach to the facial action unit (AU) detection. In this work, we present our submission to the Field Affective Behavior Analysis (ABAW) 2021 competition.…
Teacher-Student Competition for Unsupervised Domain Adaptation
Ruixin Xiao, Zhilei Liu, Baoyuan Wu
With the supervision from source domain only in class-level, existing unsupervised domain adaptation (UDA) methods mainly learn the domain-invariant representations from a shared f…
JA-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention
Zhiwen Shao, Zhilei Liu, Jianfei Cai +1
Facial action unit (AU) detection and face alignment are two highly correlated tasks, since facial landmarks can provide precise AU locations to facilitate the extraction of meanin…