Valence-Arousal Modeling

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2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Sectional Structure and Emotional Dynamics in Chinese Pop Songs: An Empirical Analysis of Valence-Arousal Trajectories across 100 Songs

    Sep 14, 2026Jingyi LyuValence-Arousal ModelingMusic Information Retrieval

    Communication University of China

  2. You Can't Prefer Emotions You Don't Sample: Intensity Undershoot in DPO-Tuned LLMs

    Sep 7, 2026Hyunwoo Kim, Usama KhalidDirect Preference OptimizationValence-Arousal Modeling

    Department of Computer Software Hanyang University, Seoul

  3. PAMoR: Parameterized Affective Motion Generation in Real Time for Humanoid Robots

    Aug 28, 2026Yan Pan, Lingfan Bao, Tianhu Peng +1Robot Motion GenerationValence-Arousal Modeling

    Department of Computer Science, University College London, London, UK

  4. Learning to Predict Performance-induced Emotion Differences in Classical Piano Music

    Jul 30, 2026Joann Ching, Gerhard WidmerValence-Arousal ModelingEmotion Recognition

    Institute of Computational Perception, Johannes Kepler University Linz, Austria · LIT AI Lab, Linz Institute of Technology, Austria

  5. Looking for Affect in Spontaneous Finnish Speech through Linguistic Interpretability

    Jul 27, 2026Kalle Lahtinen, Liisa Mustanoja, Okko RäsänenValence-Arousal ModelingMultimodal Emotion Recognition

    Signal Processing Research Centre, Tampere University, Finland · Research Centre Plural, Tampere University, Finland

  6. Multimodal Wearable-Based Olfactory-Induced Emotion Recognition in Arousal-Valence Dimensions

    Jul 24, 2026Chen-Yang Xu, Lan Zhang, Fei-Yi Fan +2Valence-Arousal ModelingMultimodal Emotion Recognition

    School of Electrical and Information Engineering, Tianjin University, Tianjin, 300072, China · Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China · School of Medical Technology, Beijing Institute of Technology, Beijing 100081, China

  7. Quality-Aware Multimodal Fusion Reveals Implicit Identity in Valence-Arousal Features

    Jul 23, 2026Jisu Kim, Benjamin S. RigganBiometric IdentificationValence-Arousal Modeling

    University of Nebraska-Lincoln Lincoln, NE 68588

  8. REGARD: Regional Affective Differences in Large Language Models

    Jul 22, 2026Andrei Chetvergov, Alexander Evseev, Mikhail Solovev +5Political Bias in Language ModelsValence-Arousal Modeling

    Ivannikov Institute for System Programming of the Russian Academy of Sciences, Moscow, Russia · Russian Presidential Academy of National Economy and Public Administration, Moscow, Russia

  9. AffectFuse: Cross-Task Feature Fusion with Temporal Modeling for Multi-Task Affective Behavior Analysis

    Jul 17, 2026Dipit Saha, Mohammad Raihan Rashid, Shah Mohammad Abdul Mannan +2Multi-Task LearningFacial Action Unit Detection

    Bangladesh University of Engineering and Technology

  10. Task-Specific Feature Fusion Method for Multi-Task Affective Behavior Analysis

    Jul 15, 2026Jiajun Sun, Zhe GaoMulti-Task LearningFacial Action Unit Detection

    Shanghai Normal University, Shanghai, China

  11. AffectFlow-DINO: Uncertainty-Aware Multi-Task Affect Estimation via Conditional Rectified Flow

    Jul 14, 2026Salah Eddine Bekhouche, Abdellah Zakaria Sellam, Fadi Dornaika +1Multi-Task LearningFacial Action Unit Detection

    University of the Basque Country (UPV/EHU), Spain · Department of Innovation Engineering, University of Salento & Institute of Applied Sciences and Intelligent Systems (CNR), Italy · Faculty of Data Science and Computing, Universiti Malaysia Kelantan, Malaysia

  12. Causal Supervision of Attention for Affective Behaviour Analysis

    Jul 13, 2026Nemanja Rašajski, Konstantinos Makantasis, Antonios Liapis +1Causal Representation LearningFacial Action Unit Detection

    Institute of Digital Games, University of Malta, Malta · AI Department, University of Malta, Malta

  13. Where Do Models Find Happiness? Emotion Vectors in Open-Source LLMs

    Jun 25, 2026Sinie van der Ben, Raphaël Baur, Yannick Metz +1LLM InterpretabilityValence-Arousal Modeling

    Department of Computer Science, ETH, Zurich, Switzerland.

  14. VA-DPO: Valence-Arousal Direct Preference Optimization for Controllable Emotion Generation in Language Models

    Jun 23, 2026Hyunwoo KimLLM AlignmentControllable Text Generation

    Independent Researcher

  15. Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment

    Jun 23, 2026Takuya Hasumi, Welly NaptaliLLM AlignmentAI Alignment

    LY Corporation

  16. From Affect Prediction to Affect Forecasting: Evidence for Distinct Information Sources in Longitudinal Text

    Jun 15, 2026Sadia Noor, Seemab Latif, Raja Khurram Shahzad +1Time Series ForecastingValence-Arousal Modeling

    School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, Pakistan · Department of Communication, Quality Management and Information Systems, Mid Sweden University, Ostersund, Sweden

  17. Affective Music Recommendation: A Rollout-Based World Model for Offline Preference Optimization

    May 27, 2026Audrey Chan, Aaron Labbé, Jacob Lavoie +4Valence-Arousal ModelingRecommender Systems

    LUCID Inc. · Toronto, Canada · Montréal, Canada +1

  18. From Affect to Complex Behavior: Advancing Multimodal Human-Centered AI at the 10th ABAW Workshop & Competition

    May 24, 2026Dimitrios Kollias, Panagiotis Tzirakis, Alan Cowen +10Facial Action Unit DetectionValence-Arousal Modeling

    Queen Mary University of London (QMUL), UK · Hume AI, USA · Google Deepmind, USA +7

  19. Multimodal Hidden Markov Models for Persistent Emotional State Tracking

    May 13, 2026Anamika Ragu, Aneesh JonelagaddaEmotion Recognition in ConversationsValence-Arousal Modeling

    Kaliber AI, San Mateo, California, USA.

  20. MooD: Perception-Enhanced Efficient Affective Image Editing via Continuous Valence-Arousal Modeling

    May 4, 2026Xinyi Yin, Yiduo Wang, Tingqi Hu +6Valence-Arousal ModelingImage Editing

    School of Cyber Science and Engineering, Zhengzhou University, Zhengzhou 450002, China · School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an 710049, China · School of Journalism and New Media, Xi’an Jiaotong University, Xi’an 710049, China +1

  21. UKP_Psycontrol at SemEval-2026 Task 2: Modeling Valence and Arousal Dynamics from Text

    Apr 23, 2026Darya Hryhoryeva, Amaia Zurinaga, Hamidreza Jamalabadi +1Valence-Arousal ModelingAffective Computing

    Ubiquitous Knowledge Processing Lab (UKP Lab), Technical University of Darmstadt · National Research Center for Applied Cybersecurity ATHENE, Germany · Psychiatric Control Systems Lab, Marburg University