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Facial Expression Recognition

Papers

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Showing 1–50 of 532 papers

TitleStatusHype
Detect Faces Efficiently: A Survey and EvaluationsCode3
Robust Dynamic Facial Expression RecognitionCode2
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge TransferCode2
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State SpaceCode2
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wildCode2
LibreFace: An Open-Source Toolkit for Deep Facial Expression AnalysisCode2
MARLIN: Masked Autoencoder for facial video Representation LearnINgCode2
Frame-level Prediction of Facial Expressions, Valence, Arousal and Action Units for Mobile DevicesCode2
EfficientFER: EfficientNetv2 Based Deep Learning Approach for Facial Expression RecognitionCode1
EmoNeXt: an Adapted ConvNeXt for Facial Emotion RecognitionCode1
EmoVerse: Exploring Multimodal Large Language Models for Sentiment and Emotion UnderstandingCode1
Swin Transformer with Enhanced Dropout and Layer-wise Unfreezing for Facial Expression Recognition in Mental Health DetectionCode1
QCS: Feature Refining from Quadruplet Cross Similarity for Facial Expression RecognitionCode1
Spatial Action Unit Cues for Interpretable Deep Facial Expression RecognitionCode1
Static for Dynamic: Towards a Deeper Understanding of Dynamic Facial Expressions Using Static Expression DataCode1
ExpLLM: Towards Chain of Thought for Facial Expression RecognitionCode1
A Survey on Facial Expression Recognition of Static and Dynamic EmotionsCode1
Generalizable Facial Expression RecognitionCode1
Learning with Alignments: Tackling the Inter- and Intra-domain Shifts for Cross-multidomain Facial Expression RecognitionCode1
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and EvaluationCode1
ABANet: Attention boundary-aware network for image segmentationCode1
Ada-DF: An Adaptive Label Distribution Fusion Network For Facial Expression RecognitionCode1
Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression RecognitionCode1
epsilon-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression RecognitionCode1
GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective ComputingCode1
Guided Interpretable Facial Expression Recognition via Spatial Action Unit CuesCode1
SVFAP: Self-supervised Video Facial Affect PerceiverCode1
From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in VideosCode1
QAFE-Net: Quality Assessment of Facial Expressions with Landmark HeatmapsCode1
EmoCLIP: A Vision-Language Method for Zero-Shot Video Facial Expression RecognitionCode1
Prompting Visual-Language Models for Dynamic Facial Expression RecognitionCode1
A Dual-Direction Attention Mixed Feature Network for Facial Expression RecognitionCode1
SwinFace: A Multi-task Transformer for Face Recognition, Expression Recognition, Age Estimation and Attribute EstimationCode1
Latent-OFER: Detect, Mask, and Reconstruct with Latent Vectors for Occluded Facial Expression RecognitionCode1
MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression RecognitionCode1
Neuromorphic Event-based Facial Expression RecognitionCode1
Quaternion Orthogonal Transformer for Facial Expression Recognition in the WildCode1
POSTER++: A simpler and stronger facial expression recognition networkCode1
Vision Transformer with Attentive Pooling for Robust Facial Expression RecognitionCode1
Pose-disentangled Contrastive Learning for Self-supervised Facial RepresentationCode1
Cluster-level pseudo-labelling for source-free cross-domain facial expression recognitionCode1
Revisiting Self-Supervised Contrastive Learning for Facial Expression RecognitionCode1
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression RecognitionCode1
Uncertainty-aware Label Distribution Learning for Facial Expression RecognitionCode1
Intensity-Aware Loss for Dynamic Facial Expression Recognition in the WildCode1
Analysis of Semi-Supervised Methods for Facial Expression RecognitionCode1
Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression RecognitionCode1
Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression RecognitionCode1
POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression RecognitionCode1
Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence MarginCode1
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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