Emotion Recognition

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Period ending 2026-09-21

11 new papers

A weekly snapshot of new work published in Emotion Recognition.

Period ending 2026-09-14

11 new papers

A weekly snapshot of new work published in Emotion Recognition.

Period ending 2026-09-07

9 new papers

A weekly snapshot of new work published in Emotion Recognition.

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332 papers

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  1. Adaptive Emotional Video Captioning via Affective Heterogeneous Graph Reasoning and Multi-task Joint Learning

    Jul 31, 2026Junbo Wang, Liangyu Fu, Yuke Li +2Emotion RecognitionVideo Captioning

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

    Jul 30, 2026Joann Ching, Gerhard WidmerPianoValence-Arousal Estimation

  3. Beyond Feeling Better: Capability-Sustaining Emotional Dialogue as a Longitudinal Research Paradigm

    Jul 30, 2026Ming Wang, Jiaqi Wu Young, Wenfang Wu +2Emotional Support

  4. Semantic-Aligned Structural Abstraction for Multimodal Sentiment Analysis

    Jul 30, 2026Wei Chen, Junkai Li, Tongguan Wang +4Sentiment AnalysisAffective Computing

  5. Checkpoint Selection and Evaluation in EEG Emotion Recognition

    Jul 30, 2026Hanting Suo, Hongxun Wang, Yuwen LiEmotion RecognitionEvaluation Protocols

  6. AtmosERC: Modeling Dialogue-Level Affective Atmosphere for Emotion Recognition in Conversation

    Jul 29, 2026Weijie Feng, Tongwei Zhang, Binbin Liu +1Emotion RecognitionDialogue

  7. Knowledge-Guided Multimodal Reasoning over Interacting Streams for Video-Level Ambivalence and Hesitancy Recognition

    Jul 28, 2026Podakanti Satyajith Chary, Barath Parthiban, Pranesh Velmurugan +2AffectiveMultimodal Reasoning

  8. Towards Faithful Sentimental Image Captioning via Evidence-Aware Multi-Agent Reasoning

    Jul 28, 2026Tiecheng Cai, Zexian Yang, Chao Chen +2Remote Sensing Image Change CaptioningHallucination Rate

  9. AMRD: Adaptive Multi-Teacher Relational Distillation for Lightweight Speech Emotion Recognition

    Jul 28, 2026Yuqi Li, Yi-Cheng Lin, Xianglong Wang +5Multi-Teacher DistillationEmotion Recognition

  10. Agentic AI-enabled discovery across large-scale sleep physiology

    Jul 28, 2026Rahul Thapa, Umaer Hanif, Robin Guillard +10SleepPhysiological Data

  11. ERUnderstand: Evaluating Vision-Language Models on Structured ER Diagrams

    Jul 27, 2026Ali Ansari, Yasmin Mohammadi, Farnoush Nili +3DiagramsSchema

  12. Let Me Look at You: Advanced Facial Expression Modeling for Conversational Speech Synthesis

    Jul 27, 2026Yifan Hu, Shuwei He, Rui Liu +1Facial Expression RecognitionEmpathy

  13. EmoTrace: An Emotion Trajectory-Centered Framework for Psychological Support Dialogue Generation

    Jul 26, 2026Kaitong Weng, Lixin Liu, Zihao Liu +2Synthesizing Long-Horizon Campus Psychological Counseling DialoguesEmpathy

  14. Guiding Language Models to Be More Empathetic: Culturally Sensitive Mental Health Advice Generation Through Human-LLM Collaboration

    Jul 26, 2026Fatema Tuj Johora Faria, Mukaffi Bin Moin, Md. Mahfuzur Rahman +3EmpathyGrokking

  15. Ordered Network Analysis of Epistemic Emotions during Collaborative Problem Solving

    Jul 25, 2026Sifatul Anindho, Videep Venkatesha, Jaclyn Ocumpaugh +1AffectiveCollaboration

  16. Multimodal Domain Generalization for Depression Detection: An Attention-Based BiLSTM Network with Domain-Adversarial Training

    Jul 24, 2026Ali Tabaraei, Federico Simonetta, Stavros NtalampirasDepression DetectionMultimodal Deep Learning

  17. Dynamic Commonsense Coordination for Empathetic Response Generation

    Jul 24, 2026Zhengyu QiEmpathyConversational Benchmarks

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

    Jul 24, 2026Chen-Yang Xu, Lan Zhang, Fei-Yi Fan +2Olfactory PerceptionValence-Arousal Estimation

  19. Beyond Sycophancy: Structured Resistance and Compliance in LLM Moral Reasoning

    Jul 23, 2026Baihui Wang, Bernard KochSycophancyMoral Reasoning

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

    Jul 23, 2026Jisu Kim, Benjamin S. RigganMultimodal FusionFacial Recognition

  21. EmoAgent-R1: Towards Multimodal Emotion Understanding with Reinforcement Learning-based Dynamic Agent Specialization

    Jul 23, 2026Lihuang Fang, Yuchen Zou, kebing Jin +1Emotion RecognitionMultimodal Agents

  22. Efficient and Interpretable Body-Based Emotion Recognition with Lightweight Temporal Convolutional Networks

    Jul 23, 2026Christian Arzate Cruz, Stefanos Gkikas, Houshyar AsadiTemporal Convolutional NetworksEmotion Recognition

  23. Explainable graph attention network for stress recognition (StressGAT) via differential action units

    Jul 23, 2026Thomas Kassiotis, Stefanos Gkikas, Nikolaos Smyrnis +1Trier Social Stress TestAffective Computing

  24. REGARD: Regional Affective Differences in Large Language Models

    Jul 22, 2026Andrei Chetvergov, Alexander Evseev, Mikhail Solovev +5Large Language Model BiasAffective

  25. Open Your Model's Eyes: Video and Context-Aware Multimodal Backchannel Prediction

    Jul 22, 2026Min-Jae Kim, Jun-Yeong Moon, Mujeen Sung +1Multimodal AlignmentEmpathy

  26. Semantic Primes as Explanans for Emotion in Large Language Models

    Jul 21, 2026Frank XingEmotionInstruction-Tuned Models

  27. Style over Substance: A Shortcut Audit of Emotion-Description Preference Evaluation

    Jul 20, 2026Jiabing Yang, Yixiang Chen, Yuan Xu +6Emotion RecognitionMultimodal Evaluation

  28. SpEmoC: A Balanced Speaker-Segment Multimodal Emotion Benchmark

    Jul 20, 2026Sania Bano, Shahzad Ahmad, Santosh Kumar Vipparthi +2Emotion RecognitionMultimodal Dataset

  29. EII-SCL: Harnessing Emotional Inertia for Multimodal Emotion Recognition in Conversation

    Jul 19, 2026Zilong Huang, Kong Aik Lee, Chong-Xin Gan +3Emotion RecognitionContrastive Learning

  30. EmoEUS: Uncertainty Supervision for Multimodal Emotion Recognition in Conversation

    Jul 19, 2026Zilong Huang, Kong Aik Lee, Junjie Li +2Emotion Recognition

  31. Learning Emotion from Motion: Kinetic Multi-Stream Skeleton Modeling with Metadata-Conditioned Weak Label Distributions

    Jul 19, 2026Sosuke Suzuki, Yijin Wei, Koichiro Kamide +3Skeleton-Based Action RecognitionEmotion Recognition

  32. Explainable Lightweight Compact Deep Models for Speech Emotion Recognition

    Jul 18, 2026Nelly ElsayedEmotion RecognitionDeep Learning

  33. 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 +2Affective ComputingFeature Fusion

  34. Vision-Language Assistant for Emotional Reactions to Risky Driving

    Jul 17, 2026Harine Choi, Eun Hak Lee, Zhengzhong TuDrivingAutonomous Driving

  35. AuEmoChat: Authentic Emotion Understanding and Rendering for Conversational Speech Synthesis

    Jul 17, 2026Zhenqi Jia, Yuan Zhao, Aruukhan +2Emotion RecognitionZero-Shot Text-To-Speech

  36. Dialogue Summarization with Emotion Dynamics Using Topic- and Participant-Centric Decomposition

    Jul 16, 2026Linyun Xiang, Mark Neerincx, Stephanie TanSummarizationConversational Datasets

  37. InCarEmo: A Multimodal Dataset for In-Cabin Emotion Recognition and Driver State Monitoring

    Jul 16, 2026Hao Yang, Yanyan Zhao, Kewei Zhao +11Emotion RecognitionMultimodal Dataset

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

    Jul 15, 2026Jiajun Sun, Zhe GaoFeature FusionAffective Computing

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

    Jul 14, 2026Salah Eddine Bekhouche, Abdellah Zakaria Sellam, Fadi Dornaika +1Facial Expression RecognitionValence-Arousal Estimation

  40. Do We Really Need Multimodal Emotion Language Models Larger Than 1B Parameters?

    Jul 14, 2026Kaiwen Zheng, Junchen Fu, Wenhao Deng +3Multi-Modal Large Language ModelsEmotion Recognition

  41. A Calibrated Multimodal Ensemble for Ambivalence/Hesitancy Recognition: System Description and Private-Test Submission Strategy

    Jul 13, 2026Josep Cabacas-Maso, Ismael Benito-Altamirano, Carles VenturaAffective ComputingRobust Multimodal Learning

  42. Causal Supervision of Attention for Affective Behaviour Analysis

    Jul 13, 2026Nemanja Rašajski, Konstantinos Makantasis, Antonios Liapis +1Affective ComputingValence-Arousal Estimation

  43. Simple Features and Honest Calibration for Ambivalence and Hesitancy Recognition in Video

    Jul 13, 2026Vikas Kumar, Aditya Mishra, Haroon R. LoneAffective ComputingLinguistics

  44. EmoStyle: Affective Conditioning of Style-Specialist Experts for Emotional Image Generation

    Jul 11, 2026Dexiang Hong, Yijie Guo, Weidong Chen +4AestheticsAffective

  45. SHAP-Weighted Cross-Modal Expert Fusion for Emotion and Sentiment Recognition: Evidence and Limits

    Jul 9, 2026Adis Alihodzic, Selma Skopljakovic HubljarMultimodal FusionCross-Modal Fusion

  46. fog: Expressing Motion and Emotion through Function Composition of AI-Generated Code

    Jul 8, 2026Vivian Liu, Lydia ChiltonMotion SequenceFog

  47. From Triggers to Emotions: A CPM-Grounded Appraisal Multi-Agent for Dynamic Emotional Evolution in Persona-Based Dialogue

    Jul 8, 2026Jingyao Cai, Shuaijun Liu, Abdul Rehman +6EmpathyEmotion

  48. Graph-Regularized Deep Learning for EEG-Based Emotion Recognition with Psychologically-Grounded Label Structure

    Jul 8, 2026Dongyang Kuang, Zizheng Ma, Yushan Zhang +1Emotion RecognitionGraph Representation Learning

  49. Conservative Subject Invariant EMG-based Gesture Recognition

    Jul 4, 2026Hamed Rafiei, Ali MousaviHand Gesture RecognitionEmotion Recognition

  50. See the Emotion: A Facial Emoji Proxy Modeling for EEG Emotion Recognition

    Jul 3, 2026Jingjing Hu, Guo Dan, Haofan Cheng +4Emotion RecognitionFacial Expression Recognition

  51. Where do LLMs Fall Short in CBT-Guided Affective Reasoning?

    Jul 3, 2026Vaishnavi Sinha, Pooja Guttal, Pranay Deep Reddy Katike +5Cognitive Behavioral TherapyValence-Arousal Estimation

  52. SPLIT: Cross-Lingual Empathy and Cultural Grounding in English and Ukrainian LLM Responses

    Jul 2, 2026Anna ChornaCross-Lingual ConsistencyLarge Language Model Responses

  53. Quantifying the Affective Gap: A Zero-Shot Evaluation of LLMs on Fine-Grained Emotion Taxonomies

    Jul 1, 2026Lawrence Obiuwevwi, Krzysztof J. Rechowicz, Jessica M. Johnson +3Emotion RecognitionLarge Language

  54. A Geometric Perspective on Composable Emotion Steering in Text-to-Speech Models

    Jul 1, 2026Siyi Wang, James Bailey, Ting DangZero-Shot Text-To-SpeechEmotion Recognition

  55. Faithful by Definition: Emotion Analysis via Natural Semantic Metalanguage Explications

    Jul 1, 2026Frank Xing, Erik CambriaEmotion RecognitionEntailment

  56. Who Determines the Meaning of an Emotion? Affective Sovereignty as an Epistemic Consequence of Measurement Limits

    Jun 30, 2026Keito InoshitaArtificial Intelligence GovernanceInterpretive Openness

  57. Rethinking the Role of Feature Engineering and Learning Strategies in Few-Shot Hidden Emotion Recognition

    Jun 30, 2026Xiaochuan Guo, Jihao Gu, Haixu Liu +6Emotion RecognitionTemporal Deep Learning Framework

  58. UniSAE: Unified Speech Attribute Editing on Speaker, Emotion and Low-Level Content via Discrete Phonetic Posteriorgram Modelling

    Jun 30, 2026Chuanbo Zhu, Wuyou Zhou, Rongxiu Zhong +4Phoneme-Level AnalysisSpeech Content

  59. TRACE: Temporal Relationship-Aware Conversational Entrainment Detection in Dyadic Speech

    Jun 29, 2026Sathvik Manikantan Napa Ugandhar, Hao Zhang, Alison Gunzler +5Emotion Recognition

  60. EMPATH: A Multilingual Auditor-Judge Benchmark for Safety Evaluation of Emotional-Support Chatbots

    Jun 29, 2026Camilo Chacón SartoriEmotional SupportEmpathy