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Action Unit Detection

Action unit detection is the task of detecting action units from a video - for example, types of facial action units (lip tightening, cheek raising) from a video of a face.

( Image credit: AU R-CNN )

Papers

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Showing 1–50 of 108 papers

TitleStatusHype
FG 2025 TrustFAA: the First Workshop on Towards Trustworthy Facial Affect Analysis: Advancing Insights of Fairness, Explainability, and Safety (TrustFAA)—0
Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning—0
AU-TTT: Vision Test-Time Training model for Facial Action Unit Detection—0
Detecting Localized Deepfake Manipulations Using Action Unit-Guided Video Representations—0
Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit Detection—0
Facial Action Unit Detection by Adaptively Constraining Self-Attention and Causally Deconfounding SampleCode0
Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit—0
Rethinking Affect Analysis: A Protocol for Ensuring Fairness and ConsistencyCode0
Affective Behavior Analysis using Task-adaptive and AU-assisted Graph Network—0
Multi-Task Learning for Affect Analysis—0
Task-adaptive Q-Face—0
AUD-TGN: Advancing Action Unit Detection with Temporal Convolution and GPT-2 in Wild Audiovisual Contexts—0
Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection—0
Contrastive Learning of Person-independent Representations for Facial Action Unit Detection—0
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition—0
Learning Contrastive Feature Representations for Facial Action Unit DetectionCode0
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond—0
Boosting Facial Action Unit Detection Through Jointly Learning Facial Landmark Detection and Domain Separation and Reconstruction—0
FG-Net: Facial Action Unit Detection with Generalizable Pyramidal FeaturesCode1
Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit DetectionCode0
Occlusion Aware Student Emotion Recognition based on Facial Action Unit Detection—0
Fighting over-fitting with quantization for learning deep neural networks on noisy labels—0
Multi-modal Facial Action Unit Detection with Large Pre-trained Models for the 5th Competition on Affective Behavior Analysis in-the-wild—0
ABAW : Facial Expression Recognition in the wild—0
EmotiEffNet Facial Features in Uni-task Emotion Recognition in Video at ABAW-5 competitionCode0
Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection—0
Self-supervised Facial Action Unit Detection with Region and Relation Learning—0
Fighting noise and imbalance in Action Unit detection problems—0
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges—0
ReactioNet: Learning High-Order Facial Behavior from Universal Stimulus-Reaction by Dyadic Relation Reasoning—0
Biomechanics-Guided Facial Action Unit Detection Through Force Modeling—0
Uncertain Facial Expression Recognition via Multi-task Assisted Correction—0
FAN-Trans: Online Knowledge Distillation for Facial Action Unit Detection—0
Facial Action Unit Detection and Intensity Estimation from Self-supervised Representation—0
Global-to-local Expression-aware Embeddings for Facial Action Unit Detection—0
Multimodal Channel-Mixing: Channel and Spatial Masked AutoEncoder on Facial Action Unit Detection—0
Affective Behavior Analysis using Action Unit Relation Graph and Multi-task Cross Attention—0
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges—0
Video-Based Frame-Level Facial Analysis of Affective Behavior on Mobile Devices Using EfficientNetsCode0
Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling—0
Multi-modal Multi-label Facial Action Unit Detection with Transformer—0
An Ensemble Approach for Facial Expression Analysis in Video—0
An Attention-based Method for Action Unit Detection at the 3rd ABAW Competition—0
Multi-label Transformer for Action Unit Detection—0
Transformer-based Multimodal Information Fusion for Facial Expression Analysis—0
Multi-Modal Learning for AU Detection Based on Multi-Head Fused Transformers—0
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges—0
Multi-Order Networks for Action Unit Detection—0
Choose Settings Carefully: Comparing Action Unit detection at Different Settings Using a Large-Scale Dataset—0
Which CNNs and Training Settings to Choose for Action Unit Detection? A Study Based on a Large-Scale Dataset—0
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