Latest Research in Emotion and Mood Recognition

17 research papers · 2026 median publication year

Top Research Topics in Emotion and Mood Recognition

Highest-Cited Papers

  1. A graph-guided cross-modal attention network for multimodal emotion recognition via emotion-shift modeling
  2. EmoAgent-R1: Towards Multimodal Emotion Understanding with Reinforcement Learning-based Dynamic Agent Specialization
  3. Lightweight multimodal EEG emotion recognition with cross-modal calibration for digital visual interaction
  4. Open Your Model's Eyes: Video and Context-Aware Multimodal Backchannel Prediction
  5. Team RAS in 11th ABAW Competition: Multimodal Ambivalence Recognition Approach
  6. SpEmoC: A Balanced Speaker-Segment Multimodal Emotion Benchmark
  7. EmoEUS: Uncertainty Supervision for Multimodal Emotion Recognition in Conversation
  8. Learning Emotion from Motion: Kinetic Multi-Stream Skeleton Modeling with Metadata-Conditioned Weak Label Distributions
  9. EII-SCL: Harnessing Emotional Inertia for Multimodal Emotion Recognition in Conversation
  10. Emotion-BIND for multimodal emotion recognition and reasoning
  11. Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances
  12. Multimodal Ambivalence and Hesitancy Recognition via Cross-Attention and Gated Fusion
  13. A hierarchical multifunctional cross fusion network for emotion recognition from facial expressions and peripheral physiological signals
  14. Multi-modal affective computing framework for real-time monitoring of children's learning engagement
  15. CD-MED: Cross-Domain Multimodal Emotion Descriptor for Visual Comparison of Digital Objects
  16. HSEmotion Team at the 11th ABAW Challenge: Multi-Task Learning and Ambivalence/Hesitancy Video Recognition
  17. SVF-CR: Synchronized Visual-Facial Cross-Refinement for Multimodal Ambivalence and Hesitancy Recognition
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2026 JUL Q4

Emotion and Mood Recognition

17 papers

Top Topics (5)

Computer Vision and Pattern Recognition7
Emotion and Mood Recognition5
Multimedia3
Artificial Intelligence1
Human-Computer Interaction1

Top Publications (17)

1.A graph-guided cross-modal attention network for multimodal emotion recognition via emotion-shift modeling2.EmoAgent-R1: Towards Multimodal Emotion Understanding with Reinforcement Learning-based Dynamic Agent Specialization3.Lightweight multimodal EEG emotion recognition with cross-modal calibration for digital visual interaction4.Open Your Model's Eyes: Video and Context-Aware Multimodal Backchannel Prediction5.Team RAS in 11th ABAW Competition: Multimodal Ambivalence Recognition Approach6.SpEmoC: A Balanced Speaker-Segment Multimodal Emotion Benchmark7.EmoEUS: Uncertainty Supervision for Multimodal Emotion Recognition in Conversation8.Learning Emotion from Motion: Kinetic Multi-Stream Skeleton Modeling with Metadata-Conditioned Weak Label Distributions9.EII-SCL: Harnessing Emotional Inertia for Multimodal Emotion Recognition in Conversation10.Emotion-BIND for multimodal emotion recognition and reasoning11.Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances12.Multimodal Ambivalence and Hesitancy Recognition via Cross-Attention and Gated Fusion13.A hierarchical multifunctional cross fusion network for emotion recognition from facial expressions and peripheral physiological signals14.Multi-modal affective computing framework for real-time monitoring of children's learning engagement15.CD-MED: Cross-Domain Multimodal Emotion Descriptor for Visual Comparison of Digital Objects16.HSEmotion Team at the 11th ABAW Challenge: Multi-Task Learning and Ambivalence/Hesitancy Video Recognition17.SVF-CR: Synchronized Visual-Facial Cross-Refinement for Multimodal Ambivalence and Hesitancy Recognition
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