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Facial Expression Recognition

Papers

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Showing 51–100 of 532 papers

TitleStatusHype
ABANet: Attention boundary-aware network for image segmentationCode1
Guided Interpretable Facial Expression Recognition via Spatial Action Unit CuesCode1
Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph LearningCode1
Graph Convolution with Low-rank Learnable Local FiltersCode1
Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression RecognitionCode1
DeepFaceFlow: In-the-wild Dense 3D Facial Motion EstimationCode1
Landmark Guidance Independent Spatio-channel Attention and Complementary Context Information based Facial Expression RecognitionCode1
Cluster-level pseudo-labelling for source-free cross-domain facial expression recognitionCode1
Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression RecognitionCode1
AU-Expression Knowledge Constrained Representation Learning for Facial Expression RecognitionCode1
Learning Deep Global Multi-scale and Local Attention Features for Facial Expression Recognition in the WildCode1
Face2Exp: Combating Data Biases for Facial Expression RecognitionCode1
Deep Facial Expression Recognition: A SurveyCode1
Learning with Alignments: Tackling the Inter- and Intra-domain Shifts for Cross-multidomain Facial Expression RecognitionCode1
Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression RecognitionCode1
Local Multi-Head Channel Self-Attention for Facial Expression RecognitionCode1
EmoVerse: Exploring Multimodal Large Language Models for Sentiment and Emotion UnderstandingCode1
Neuromorphic Event-based Facial Expression RecognitionCode1
Real-time Facial Expression Recognition "In The Wild'' by Disentangling 3D Expression from IdentityCode1
From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in VideosCode1
EmoCLIP: A Vision-Language Method for Zero-Shot Video Facial Expression RecognitionCode1
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression RecognitionCode1
EfficientFER: EfficientNetv2 Based Deep Learning Approach for Facial Expression RecognitionCode1
Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural NetworksCode1
BReG-NeXt: Facial Affect Computing Using Adaptive Residual Networks With Bounded GradientCode1
Progressive Spatio-Temporal Bilinear Network with Monte Carlo Dropout for Landmark-based Facial Expression Recognition with Uncertainty EstimationCode1
Pyramid With Super Resolution for In-the-Wild Facial Expression RecognitionCode1
EmoNeXt: an Adapted ConvNeXt for Facial Emotion RecognitionCode1
A Dual-Direction Attention Mixed Feature Network for Facial Expression RecognitionCode1
AU-Supervised Convolutional Vision Transformers for Synthetic Facial Expression RecognitionCode0
Learning Diversified Feature Representations for Facial Expression Recognition in the WildCode0
LEAF: Unveiling Two Sides of the Same Coin in Semi-supervised Facial Expression RecognitionCode0
Joint Training on Multiple Datasets With Inconsistent Labeling Criteria for Facial Expression RecognitionCode0
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the WildCode0
Island Loss for Learning Discriminative Features in Facial Expression RecognitionCode0
Learning to Amend Facial Expression Representation via De-albino and AffinityCode0
Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression RecognitionCode0
Greedy Search for Descriptive Spatial Face FeaturesCode0
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression RecognitionCode0
Grammatical facial expression recognition using customized deep neural network architectureCode0
ASM: Adaptive Sample Mining for In-The-Wild Facial Expression RecognitionCode0
GCF: Graph Convolutional Networks for Facial Expression RecognitionCode0
ARBEx: Attentive Feature Extraction with Reliability Balancing for Robust Facial Expression LearningCode0
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
FRU-Adapter: Frame Recalibration Unit Adapter for Dynamic Facial Expression RecognitionCode0
How far generated data can impact Neural Networks performance?Code0
DIG-FACE: De-biased Learning for Generalized Facial Expression Category DiscoveryCode0
Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic FeaturesCode0
Facial Motion Prior Networks for Facial Expression RecognitionCode0
Facial expression recognition with grid-wise attention and visual transformerCode0
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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