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Facial Expression Recognition

Papers

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Showing 251–300 of 532 papers

TitleStatusHype
When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework—0
Cross-Centroid Ripple Pattern for Facial Expression Recognition—0
Complete Face Recovery GAN: Unsupervised Joint Face Rotation and De-Occlusion From a Single-View ImageCode1
The Effect of Model Compression on Fairness in Facial Expression Recognition—0
Face2Exp: Combating Data Biases for Facial Expression RecognitionCode1
Face Trees for Expression Recognition—0
Detect Faces Efficiently: A Survey and EvaluationsCode3
Relative Uncertainty Learning for Facial Expression RecognitionCode1
Teacher-Student Training and Triplet Loss to Reduce the Effect of Drastic Face Occlusion—0
Local Multi-Head Channel Self-Attention for Facial Expression RecognitionCode1
Deep Convolution Network Based Emotion Analysis for Automatic Detection of Mild Cognitive Impairment in the Elderly—0
Domain Generalisation for Apparent Emotional Facial Expression Recognition across Age-Groups—0
Label quality in AffectNet: results of crowd-based re-annotation—0
Comparing Facial Expression Recognition in Humans and Machines: Using CAM, GradCAM, and Extremal Perturbation—0
Research on facial expression recognition based on Multimodal data fusion and neural network—0
MFEViT: A Robust Lightweight Transformer-based Network for Multimodal 2D+3D Facial Expression Recognition—0
Expression Snippet Transformer for Robust Video-based Facial Expression Recognition—0
Generating Dataset For Large-scale 3D Facial Emotion Recognition—0
Distract Your Attention: Multi-head Cross Attention Network for Facial Expression RecognitionCode1
What happens in Face during a facial expression? Using data mining techniques to analyze facial expression motion vectors—0
TransFER: Learning Relation-aware Facial Expression Representations with Transformers—0
Facial expression recognition with grid-wise attention and visual transformerCode0
Understanding and Mitigating Annotation Bias in Facial Expression Recognition—0
Self-supervised Contrastive Learning of Multi-view Facial Expressions—0
Learning Facial Representations from the Cycle-consistency of FaceCode1
Spatiotemporal Contrastive Learning of Facial Expressions in Videos—0
Label Distribution Amendment with Emotional Semantic Correlations for Facial Expression Recognition—0
Spatial and Temporal Networks for Facial Expression Recognition in the Wild VideosCode0
Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy AnnotationsCode1
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
Causal affect prediction model using a facial image sequenceCode0
Learning Deep Global Multi-scale and Local Attention Features for Facial Expression Recognition in the WildCode1
Recognizing Facial Expressions in the Wild using Multi-Architectural Representations based Ensemble Learning with Distillation—0
Critically examining the Domain Generalizability of Facial Expression Recognition models—0
Progressive Spatio-Temporal Bilinear Network with Monte Carlo Dropout for Landmark-based Facial Expression Recognition with Uncertainty EstimationCode1
MVT: Mask Vision Transformer for Facial Expression Recognition in the wild—0
Exploiting Emotional Dependencies with Graph Convolutional Networks for Facial Expression RecognitionCode1
Domain Adaptation for Facial Expression Classifier via Domain Discrimination and Gradient Reversal—0
An optimized Capsule-LSTM model for facial expression recognition with video sequences—0
Meta Auxiliary Learning for Facial Action Unit Detection—0
Deep and Shallow Covariance Feature Quantization for 3D Facial Expression Recognition—0
CASIA-Face-Africa: A Large-scale African Face Image Database—0
MAFER: a Multi-resolution Approach to Facial Expression RecognitionCode0
Facial Expression Recognition using Residual Masking NetworkCode1
Magnifying Subtle Facial Motions for Effective 4D Expression Recognition—0
Landmark-Aware and Part-based Ensemble Transfer Learning Network for Facial Expression Recognition from Static images—0
I Only Have Eyes for You: The Impact of Masks On Convolutional-Based Facial Expression Recognition—0
Do Deep Neural Networks Forget Facial Action Units? -- Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition—0
Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition—0
On the Pitfalls of Learning with Limited Data: A Facial Expression Recognition Case Study—0
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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