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Facial Expression Recognition

Papers

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Showing 101–150 of 532 papers

TitleStatusHype
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
Learn to synthesize and synthesize to learnCode0
Lifting Scheme-Based Implicit Disentanglement of Emotion-Related Facial Dynamics in the WildCode0
Masked Student Dataset of ExpressionsCode0
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression RecognitionCode0
MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Face ImagesCode0
Subject-Based Domain Adaptation for Facial Expression RecognitionCode0
More comprehensive facial inversion for more effective expression recognitionCode0
Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic FeaturesCode0
Learning Diversified Feature Representations for Facial Expression Recognition in the WildCode0
Learning to Amend Facial Expression Representation via De-albino and AffinityCode0
Coarse-to-Fine Cascaded Networks with Smooth Predicting for Video Facial Expression RecognitionCode0
LEAF: Unveiling Two Sides of the Same Coin in Semi-supervised Facial Expression RecognitionCode0
DIG-FACE: De-biased Learning for Generalized Facial Expression Category DiscoveryCode0
Active Learning with Contrastive Pre-training for Facial Expression RecognitionCode0
Clip-aware expressive feature learning for video-based facial expression recognitionCode0
Classifying emotions and engagement in online learning based on a single facial expression recognition neural networkCode0
HSEmotion Team at the 7th ABAW Challenge: Multi-Task Learning and Compound Facial Expression RecognitionCode0
Island Loss for Learning Discriminative Features in Facial Expression RecognitionCode0
Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait RecognitionCode0
A Multi-resolution Approach to Expression Recognition in the WildCode0
Causal affect prediction model using a facial image sequenceCode0
Greedy Search for Descriptive Spatial Face FeaturesCode0
How far generated data can impact Neural Networks performance?Code0
AU-Supervised Convolutional Vision Transformers for Synthetic Facial Expression RecognitionCode0
SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the WildCode0
Joint Training on Multiple Datasets With Inconsistent Labeling Criteria for Facial Expression RecognitionCode0
GCF: Graph Convolutional Networks for Facial Expression RecognitionCode0
FRU-Adapter: Frame Recalibration Unit Adapter for Dynamic Facial Expression RecognitionCode0
Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression RecognitionCode0
FerNeXt: Facial Expression Recognition Using ConvNeXt with Channel AttentionCode0
FERAtt: Facial Expression Recognition with Attention NetCode0
Frame attention networks for facial expression recognition in videosCode0
Dynamic Adaptive Threshold based Learning for Noisy Annotations Robust Facial Expression RecognitionCode0
DSAP: Analyzing Bias Through Demographic Comparison of DatasetsCode0
Biased Heritage: How Datasets Shape Models in Facial Expression RecognitionCode0
Facial expression recognition with grid-wise attention and visual transformerCode0
Grammatical facial expression recognition using customized deep neural network architectureCode0
Faces of Fairness: Examining Bias in Facial Expression Recognition Datasets and ModelsCode0
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition using In-Distribution, Out-of-Distribution, and Unconstrained DataCode0
A Lightweight Model Enhancing Facial Expression Recognition with Spatial Bias and Cosine-Harmony LossCode0
Expression-aware video inpainting for HMD removal in XR applicationsCode0
Facial Expression Recognition Research Based on Deep LearningCode0
Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression RecognitionCode0
A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression RecognitionCode0
Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the WildCode0
Facial Motion Prior Networks for Facial Expression RecognitionCode0
Dynamic Multi-Task Learning for Face Recognition with Facial ExpressionCode0
Explore the Expression: Facial Expression Generation using Auxiliary Classifier Generative Adversarial NetworkCode0
Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer LearningCode0
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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