Latest Research in Emotion and Mood Recognition

29 research papers · 2026 median publication year

Top Research Topics in Emotion and Mood Recognition

Highest-Cited Papers

  1. Multimodal Ambivalence and Hesitancy Recognition via Cross-Attention and Gated Fusion
  2. CONFER: Conflict-Aware Evidence Negotiation for Regime-Calibrated Weak Supervision in Multimodal Emotion Recognition
  3. Towards More Expressive Spoken LLMs: Fine-Grained Intent Benchmarking and Acoustic-Lexical Decoupled Policy Optimization
  4. HLPCMF: A Hypergraph Learning and Pairwise Cross-Modal Fusion Model for Multimodal Emotion Recognition in Conversation
  5. Modality Agreement- and Conflict-Aware Prototype Hypergraph Learning for Multimodal Intent Understanding
  6. AffectFusion: A Comparative Study of Early and Late Fusion Architectures for Multimodal Emotion Recognition
  7. AffectFusion: A Comparative Study of Early and Late Fusion Architectures for Multimodal Emotion Recognition
  8. Context-Aware Mixture of Domain Experts for Bodily Expression of Emotion in the Wild
  9. Beyond One-Size-Fits-All: Personalized and Culturally Adaptive Emotional TTS via Interactive Optimization of Individual Emotion Perception Spaces
  10. Adaptive Emotional Video Captioning via Affective Heterogeneous Graph Reasoning and Multi-task Joint Learning
  11. Latency-Aware Hybrid Transformer–Capsule Network for Audio-Visual Emotion Recognition in Edge–Fog–Cloud Environments
  12. A graph-guided cross-modal attention network for multimodal emotion recognition via emotion-shift modeling
  13. Do Visual Features Improve Other-Initiated Repair Detection? A Dyadic Multimodal Approach
  14. EmoAgent-R1: Towards Multimodal Emotion Understanding with Reinforcement Learning-based Dynamic Agent Specialization
  15. Lightweight multimodal EEG emotion recognition with cross-modal calibration for digital visual interaction
  16. MAFN: Multimodal Attention Fusion Network for Emotion Recognition
  17. Open Your Model's Eyes: Video and Context-Aware Multimodal Backchannel Prediction
  18. Team RAS in 11th ABAW Competition: Multimodal Ambivalence Recognition Approach
  19. Fine-Grained Pose-Aware Visual Fusion for Emotion Recognition in Conversational Video Streams
  20. Challenges in Emotion Recognition Across Modalities: A Comparative Analysis
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2026 AUG Q2

Emotion and Mood Recognition

29 papers

Top Topics (7)

Emotion and Mood Recognition13
Computer Vision and Pattern Recognition7
Multimedia4
Artificial Intelligence2
Machine Learning1
Sound1
Audio and Speech Processing1

Top Publications (20)

1.Multimodal Ambivalence and Hesitancy Recognition via Cross-Attention and Gated Fusion2.CONFER: Conflict-Aware Evidence Negotiation for Regime-Calibrated Weak Supervision in Multimodal Emotion Recognition3.Towards More Expressive Spoken LLMs: Fine-Grained Intent Benchmarking and Acoustic-Lexical Decoupled Policy Optimization4.HLPCMF: A Hypergraph Learning and Pairwise Cross-Modal Fusion Model for Multimodal Emotion Recognition in Conversation5.Modality Agreement- and Conflict-Aware Prototype Hypergraph Learning for Multimodal Intent Understanding6.AffectFusion: A Comparative Study of Early and Late Fusion Architectures for Multimodal Emotion Recognition7.AffectFusion: A Comparative Study of Early and Late Fusion Architectures for Multimodal Emotion Recognition8.Context-Aware Mixture of Domain Experts for Bodily Expression of Emotion in the Wild9.Beyond One-Size-Fits-All: Personalized and Culturally Adaptive Emotional TTS via Interactive Optimization of Individual Emotion Perception Spaces10.Adaptive Emotional Video Captioning via Affective Heterogeneous Graph Reasoning and Multi-task Joint Learning11.Latency-Aware Hybrid Transformer–Capsule Network for Audio-Visual Emotion Recognition in Edge–Fog–Cloud Environments12.A graph-guided cross-modal attention network for multimodal emotion recognition via emotion-shift modeling13.Do Visual Features Improve Other-Initiated Repair Detection? A Dyadic Multimodal Approach14.EmoAgent-R1: Towards Multimodal Emotion Understanding with Reinforcement Learning-based Dynamic Agent Specialization15.Lightweight multimodal EEG emotion recognition with cross-modal calibration for digital visual interaction16.MAFN: Multimodal Attention Fusion Network for Emotion Recognition17.Open Your Model's Eyes: Video and Context-Aware Multimodal Backchannel Prediction18.Team RAS in 11th ABAW Competition: Multimodal Ambivalence Recognition Approach19.Fine-Grained Pose-Aware Visual Fusion for Emotion Recognition in Conversational Video Streams20.Challenges in Emotion Recognition Across Modalities: A Comparative Analysis
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