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Facial Expression Recognition

Papers

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Showing 501–532 of 532 papers

TitleStatusHype
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer LearningCode0
Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label DistributionCode0
LEAF: Unveiling Two Sides of the Same Coin in Semi-supervised Facial Expression RecognitionCode0
Facial Expression Recognition Research Based on Deep LearningCode0
Faces of Fairness: Examining Bias in Facial Expression Recognition Datasets and ModelsCode0
Learning Diversified Feature Representations for Facial Expression Recognition in the WildCode0
Unsupervised Eyeglasses Removal in the WildCode0
Region Attention Networks for Pose and Occlusion Robust Facial Expression RecognitionCode0
Expression-aware video inpainting for HMD removal in XR applicationsCode0
Navigating Label Ambiguity for Facial Expression Recognition in the WildCode0
DSAP: Analyzing Bias Through Demographic Comparison of DatasetsCode0
ASM: Adaptive Sample Mining for In-The-Wild Facial Expression RecognitionCode0
Learning to Amend Facial Expression Representation via De-albino and AffinityCode0
Regularized Xception for facial expression recognition with extra training data and step decay learning rateCode0
DIG-FACE: De-biased Learning for Generalized Facial Expression Category DiscoveryCode0
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition using In-Distribution, Out-of-Distribution, and Unconstrained DataCode0
Explore the Expression: Facial Expression Generation using Auxiliary Classifier Generative Adversarial NetworkCode0
Learn to synthesize and synthesize to learnCode0
Biased Heritage: How Datasets Shape Models in Facial Expression RecognitionCode0
Spatial and Temporal Networks for Facial Expression Recognition in the Wild VideosCode0
Automatic Recognition of Student Engagement using Deep Learning and Facial ExpressionCode0
Lifting Scheme-Based Implicit Disentanglement of Emotion-Related Facial Dynamics in the WildCode0
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the WildCode0
ReSup: Reliable Label Noise Suppression for Facial Expression RecognitionCode0
Rethinking the Learning Paradigm for Dynamic Facial Expression RecognitionCode0
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression RecognitionCode0
Unsupervised Facial Expression Representation Learning with Contrastive Local WarpingCode0
Web-based visualisation of head pose and facial expressions changes: monitoring human activity using depth dataCode0
AU-Supervised Convolutional Vision Transformers for Synthetic Facial Expression RecognitionCode0
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression RecognitionCode0
Unveiling the Human-like Similarities of Automatic Facial Expression Recognition: An Empirical Exploration through Explainable AICode0
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All datasetsFER2013Aff-Wild2CMU-MOSEIFER+MELDRAF-DB

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VGGAccuracy72.7—Unverified
2Res-NetAccuracy72.4—Unverified
3InceptionAccuracy71.6—Unverified
#ModelMetricClaimedVerifiedStatus
1ARBExAccuracy72.48—Unverified
#ModelMetricClaimedVerifiedStatus
1ConCluGenWeighted Accuracy66.48—Unverified
#ModelMetricClaimedVerifiedStatus
1ARBExAccuracy93.09—Unverified
#ModelMetricClaimedVerifiedStatus
1ConCluGenWeighted Accuracy60.03—Unverified
#ModelMetricClaimedVerifiedStatus
1ARBExOverall Accuracy92.47—Unverified