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Facial Expression Recognition

Papers

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Showing 101–150 of 532 papers

TitleStatusHype
ARBEx: Attentive Feature Extraction with Reliability Balancing for Robust Facial Expression LearningCode0
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression RecognitionCode0
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
Covariance Pooling For Facial Expression RecognitionCode0
MAFER: a Multi-resolution Approach to Facial Expression RecognitionCode0
MTCAE-DFER: Multi-Task Cascaded Autoencoder for Dynamic Facial Expression RecognitionCode0
Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic FeaturesCode0
DIG-FACE: De-biased Learning for Generalized Facial Expression Category DiscoveryCode0
Learn to synthesize and synthesize to learnCode0
Learning Diversified Feature Representations for Facial Expression Recognition in the WildCode0
Learning to Amend Facial Expression Representation via De-albino and AffinityCode0
Active Learning with Contrastive Pre-training for Facial Expression RecognitionCode0
Clip-aware expressive feature learning for video-based facial expression recognitionCode0
Island Loss for Learning Discriminative Features in Facial Expression RecognitionCode0
Joint Training on Multiple Datasets With Inconsistent Labeling Criteria for Facial Expression RecognitionCode0
A Multi-resolution Approach to Expression Recognition in the WildCode0
How far generated data can impact Neural Networks performance?Code0
Causal affect prediction model using a facial image sequenceCode0
LEAF: Unveiling Two Sides of the Same Coin in Semi-supervised Facial Expression RecognitionCode0
Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait RecognitionCode0
Lifting Scheme-Based Implicit Disentanglement of Emotion-Related Facial Dynamics in the WildCode0
GCF: Graph Convolutional Networks for Facial Expression RecognitionCode0
Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression RecognitionCode0
FRU-Adapter: Frame Recalibration Unit Adapter for Dynamic Facial Expression RecognitionCode0
AU-Supervised Convolutional Vision Transformers for Synthetic Facial Expression RecognitionCode0
Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural NetworksCode0
Grammatical facial expression recognition using customized deep neural network architectureCode0
Frame attention networks for facial expression recognition in videosCode0
FERAtt: Facial Expression Recognition with Attention NetCode0
FerNeXt: Facial Expression Recognition Using ConvNeXt with Channel AttentionCode0
Facial expression recognition with grid-wise attention and visual transformerCode0
DSAP: Analyzing Bias Through Demographic Comparison of DatasetsCode0
Biased Heritage: How Datasets Shape Models in Facial Expression RecognitionCode0
Facial Motion Prior Networks for Facial Expression RecognitionCode0
Facial Expression Recognition Research Based on Deep LearningCode0
Expression-aware video inpainting for HMD removal in XR applicationsCode0
A Lightweight Model Enhancing Facial Expression Recognition with Spatial Bias and Cosine-Harmony LossCode0
Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer LearningCode0
Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression RecognitionCode0
Explore the Expression: Facial Expression Generation using Auxiliary Classifier Generative Adversarial NetworkCode0
Faces of Fairness: Examining Bias in Facial Expression Recognition Datasets and ModelsCode0
A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression RecognitionCode0
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition using In-Distribution, Out-of-Distribution, and Unconstrained DataCode0
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression RecognitionCode0
Dynamic Adaptive Threshold based Learning for Noisy Annotations Robust Facial Expression RecognitionCode0
Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the WildCode0
Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target DataCode0
Dynamic Multi-Task Learning for Face Recognition with Facial ExpressionCode0
Automatic Recognition of Student Engagement using Deep Learning and Facial ExpressionCode0
DeXpression: Deep Convolutional Neural Network for Expression RecognitionCode0
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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