| Towards Emotion Analysis in Short-form Videos: A Large-Scale Dataset and Baseline | Nov 29, 2023 | audio-visual learningForm | CodeCode Available | 1 | 5 |
| Technical Report for Valence-Arousal Estimation on Affwild2 Dataset | May 4, 2021 | Arousal EstimationEmotion Recognition | CodeCode Available | 1 | 5 |
| FV2ES: A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition Inference | Sep 21, 2022 | Emotion RecognitionMultimodal Emotion Recognition | CodeCode Available | 1 | 5 |
| MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition | Apr 28, 2024 | Emotion RecognitionMultimodal Emotion Recognition | CodeCode Available | 1 | 5 |
| Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Erasing Network | Jan 1, 2023 | Video Emotion DetectionVideo Emotion Recognition | CodeCode Available | 1 | 5 |
| Emotion Recognition in Audio and Video Using Deep Neural Networks | Jun 15, 2020 | Deep LearningEmotion Recognition | CodeCode Available | 1 | 5 |
| An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos | Feb 12, 2020 | Emotion RecognitionVideo Emotion Recognition | CodeCode Available | 0 | 5 |
| VAEmo: Efficient Representation Learning for Visual-Audio Emotion with Knowledge Injection | May 5, 2025 | Contrastive LearningDynamic Facial Expression Recognition | CodeCode Available | 0 | 5 |
| MIMAMO Net: Integrating Micro- and Macro-motion for Video Emotion Recognition | Nov 21, 2019 | Emotion RecognitionOptical Flow Estimation | CodeCode Available | 0 | 5 |
| MTCAE-DFER: Multi-Task Cascaded Autoencoder for Dynamic Facial Expression Recognition | Dec 25, 2024 | Dynamic Facial Expression RecognitionFace Detection | CodeCode Available | 0 | 5 |
| FE-Adapter: Adapting Image-based Emotion Classifiers to Videos | Aug 5, 2024 | Dynamic Facial Expression RecognitionEmotion Recognition | —Unverified | 0 | 0 |
| Modelling Temporal Information Using Discrete Fourier Transform for Recognizing Emotions in User-generated Videos | Mar 20, 2016 | Emotion ClassificationEmotion Recognition | —Unverified | 0 | 0 |
| Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition | Jul 6, 2019 | Emotion RecognitionSentiment Analysis | —Unverified | 0 | 0 |
| Multi-modal Residual Perceptron Network for Audio-Video Emotion Recognition | Jul 21, 2021 | Emotion RecognitionVideo Emotion Recognition | —Unverified | 0 | 0 |
| Representation Learning through Multimodal Attention and Time-Sync Comments for Affective Video Content Analysis | Oct 14, 2022 | Representation LearningVideo Emotion Recognition | —Unverified | 0 | 0 |
| Spatiotemporal Networks for Video Emotion Recognition | Apr 3, 2017 | ClassificationEmotion Recognition | —Unverified | 0 | 0 |
| VEMOCLAP: A video emotion classification web application | Oct 22, 2024 | ClassificationEmotion Classification | —Unverified | 0 | 0 |
| Versatile audio-visual learning for emotion recognition | May 12, 2023 | Arousal EstimationAttribute | —Unverified | 0 | 0 |
| Visual and textual prompts for enhancing emotion recognition in video | Apr 24, 2025 | Emotion RecognitionVideo Emotion Recognition | —Unverified | 0 | 0 |
| MART: Masked Affective RepresenTation Learning via Masked Temporal Distribution Distillation | Jan 1, 2024 | Emotion RecognitionMultimodal Emotion Recognition | —Unverified | 0 | 0 |
| Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks | Feb 20, 2020 | Emotion RecognitionVideo Emotion Recognition | —Unverified | 0 | 0 |
| Automatic Recognition of Facial Displays of Unfelt Emotions | Jul 13, 2017 | Emotion RecognitionVideo Emotion Recognition | —Unverified | 0 | 0 |
| Context-aware Cascade Attention-based RNN for Video Emotion Recognition | May 30, 2018 | DecoderEmotion Classification | —Unverified | 0 | 0 |
| Deep Fusion: An Attention Guided Factorized Bilinear Pooling for Audio-video Emotion Recognition | Jan 15, 2019 | Emotion RecognitionVideo Emotion Recognition | —Unverified | 0 | 0 |
| Affective Video Content Analysis: Decade Review and New Perspectives | Oct 26, 2023 | Emotional IntelligenceEmotion Recognition | —Unverified | 0 | 0 |
| Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition | Dec 27, 2020 | Emotion RecognitionFacial Expression Recognition (FER) | —Unverified | 0 | 0 |
| Fuzzy Approach for Audio-Video Emotion Recognition in Computer Games for Children | Aug 31, 2023 | Audio Emotion RecognitionEmotional Intelligence | —Unverified | 0 | 0 |
| Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization | Nov 16, 2015 | Emotion RecognitionTransfer Learning | —Unverified | 0 | 0 |
| ICANet: A Method of Short Video Emotion Recognition Driven by Multimodal Data | Aug 24, 2022 | Emotion RecognitionOptical Flow Estimation | —Unverified | 0 | 0 |
