Abaw: Learning from synthetic data & multi-task learning challenges
D Kollias - European Conference on Computer Vision, 2022 - Springer
This paper describes the fourth Affective Behavior Analysis in-the-wild (ABAW) Competition,
held in conjunction with European Conference on Computer Vision (ECCV), 2022. The 4th …
held in conjunction with European Conference on Computer Vision (ECCV), 2022. The 4th …
Privileged knowledge distillation for dimensional emotion recognition in the wild
Automated emotion recognition (AER) has a growing number of applications, ranging from
behavior analysis in assistive robotics and smart e-learning to depression or pain detection …
behavior analysis in assistive robotics and smart e-learning to depression or pain detection …
Distilling privileged multimodal information for expression recognition using optimal transport
Deep learning models for multimodal expression recognition have reached remarkable
performance in controlled laboratory environments because of their ability to learn …
performance in controlled laboratory environments because of their ability to learn …
Emotieffnet facial features in uni-task emotion recognition in video at abaw-5 competition
AV Savchenko - arXiv preprint arXiv:2303.09162, 2023 - arxiv.org
In this article, the results of our team for the fifth Affective Behavior Analysis in-the-wild
(ABAW) competition are presented. The usage of the pre-trained convolutional networks …
(ABAW) competition are presented. The usage of the pre-trained convolutional networks …
EmotiEffNets for facial processing in video-based valence-arousal prediction, expression classification and action unit detection
AV Savchenko - Proceedings of the IEEE/CVF Conference …, 2023 - openaccess.thecvf.com
In this article, the pre-trained convolutional networks from the EmotiEffNet family for frame-
level feature extraction are used for downstream emotion analysis tasks from the fifth …
level feature extraction are used for downstream emotion analysis tasks from the fifth …
Spatial-temporal graph-based AU relationship learning for facial action unit detection
This paper presents our Facial Action Units (AUs) detection submission to the fifth Affective
Behavior Analysis in-the-wild Competition (ABAW). Our approach consists of three main …
Behavior Analysis in-the-wild Competition (ABAW). Our approach consists of three main …
Spatio-temporal au relational graph representation learning for facial action units detection
This paper presents our Facial Action Units (AUs) detection submission to the fifth Affective
Behavior Analysis in-the-wild Competition (ABAW). Our approach consists of three main …
Behavior Analysis in-the-wild Competition (ABAW). Our approach consists of three main …
Ensemble spatial and temporal vision transformer for action units detection
Abstract Facial Action Units detection (FAUs) represents a fine-grained classification
problem that involves identifying different units on the human face, as defined by the Facial …
problem that involves identifying different units on the human face, as defined by the Facial …
Vision transformer for action units detection
Facial Action Units detection (FAUs) represents a fine-grained classification problem that
involves identifying different units on the human face, as defined by the Facial Action Coding …
involves identifying different units on the human face, as defined by the Facial Action Coding …
Weakly supervised learning for facial behavior analysis: A review
In the recent years, there has been a shift in facial behavior analysis from the laboratory-
controlled conditions to the challenging in-the-wild conditions due to the superior …
controlled conditions to the challenging in-the-wild conditions due to the superior …