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DPCNet: Dual Path Multi-Excitation Collaborative Network for Facial Expression Representation Learning in Videos
16 references·2 citing·39 second hop
DPCNet: Dual Path Multi-Excitation Collaborative Network for Facial Expression Representation Learning in Videos (2022)DPCNet: Dual Path Multi-Excitation Collab…Adaptively Learning Facial Expression Representation via C-F Labels and Distillation (2021)Adaptively Learning Facial Ex…Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)Region Attention Networks for…Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (2020)Proceedings of the Twenty-Nin…DFEW (2020)DFEWSpatio-temporal convolutional features with nested LSTM for facial expression recognition (2018)Spatio-temporal convolutional…Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition (2018)Reliable Crowdsourcing and De…Facial Expression Recognition Using Hierarchical Features With Deep Comprehensive Multipatches Aggregation Convolutional Neural Networks (2018)Facial Expression Recognition…Facial Expression Recognition by De-expression Residue Learning (2018)Facial Expression Recognition…Temporal multimodal fusion for video emotion classification in the wild (2017)Temporal multimodal fusion fo…Learning supervised scoring ensemble for emotion recognition in the wild (2017)Learning supervised scoring e…FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition (2017)FaceNet2ExpNet: Regularizing …A review of affective computing: From unimodal analysis to multimodal fusion (2017)A review of affective computi…Video-based emotion recognition using CNN-RNN and C3D hybrid networks (2016)Video-based emotion recogniti…Peak-Piloted Deep Network for Facial Expression Recognition (2016)Peak-Piloted Deep Network for…Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition (2015)Joint Fine-Tuning in Deep Neu…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…CLIPER: A Unified Vision-Language Framework for In-the-Wild Facial Expression Recognition (2024)CLIPER: A Unified Vision-Lang…Enhanced spatial-temporal learning network for dynamic facial expression recognition (2023)Enhanced spatial-temporal lea…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification (2017)Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition (2021)Robust Lightweight Facial Expression Recognition Network with Label Distribution Training (2021)Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks (2017)Hybrid deep neural networks for face emotion recognition (2018)Context-Aware Emotion Recognition Networks (2019)The expression of the emotions in man and animals. (1872)IEMOCAP: interactive emotional dyadic motion capture database (2008)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Web-Based Database for Facial Expression Analysis (2005)Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order (2016)Attention mechanism-based CNN for facial expression recognition (2020)Dive into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition (2021)Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild (2021)Facial Action Coding System (1978)Facial Expression Recognition With Visual Transformers and Attentional Selective Fusion (2021)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Going deeper in facial expression recognition using deep neural networks (2016)Local Learning With Deep and Handcrafted Features for Facial Expression Recognition (2019)Facial Emotion Recognition Using Transfer Learning in the Deep CNN (2021)Comprehensive database for facial expression analysis (2002)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Deep Facial Expression Recognition: A Survey (2020)Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)TransFER: Learning Relation-aware Facial Expression Representations with Transformers (2021)Does a different view create something new? The effect of employee diversity on innovation (2010)Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning (2018)Temporally evolving graph neural network for fake news detection (2021)The role of empathy for artificial intelligence accountability (2021)Transformer-based attention network for stock movement prediction (2022)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)A Brief Review of Facial Emotion Recognition Based on Visual Information (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)
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References

  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2017A review of affective computing: From unimodal analysis to multimodal fusion1,640 cited
  • 2020Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition943 cited
  • 2015Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition782 cited
  • 2018Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition663 cited
  • 2016Video-based emotion recognition using CNN-RNN and C3D hybrid networks557 cited
  • 2018Facial Expression Recognition by De-expression Residue Learning459 cited
  • 2017FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition416 cited
  • 2020Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence412 cited
  • 2016Peak-Piloted Deep Network for Facial Expression Recognition319 cited
  • 2021Adaptively Learning Facial Expression Representation via C-F Labels and Distillation220 cited
  • 2018Facial Expression Recognition Using Hierarchical Features With Deep Comprehensive Multipatches Aggregation Convolutional Neural Networks214 cited
  • 2020DFEW208 cited
  • 2017Temporal multimodal fusion for video emotion classification in the wild

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179 cited
  • 2017Learning supervised scoring ensemble for emotion recognition in the wild162 cited
  • 2018Spatio-temporal convolutional features with nested LSTM for facial expression recognition162 cited
  • Cited by

    • 2024CLIPER: A Unified Vision-Language Framework for In-the-Wild Facial Expression Recognition63 cited
    • 2023Enhanced spatial-temporal learning network for dynamic facial expression recognition44 cited