Cross-Modal Conflicts

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4 papers in the last four weeks, down 50% on the four weeks before. 0.0% of all new papers.

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  1. VISTA: Value-Informed Event Appraisal for Multimodal Emotion Conflict

    Sep 29, 2026Jiale Dai, Liuxian Ma, Xiaoke Niu +5Emotion RecognitionCross-Modal Conflicts

    State Key Laboratory of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University · College of Artificial Intelligence, Tsinghua University · China United Network Communications Group Co., Ltd.

  2. BiCFlow-MER: Orchestrating Discriminative and Generative Multimodal Emotion Recognition via Conditional Transport

    Sep 23, 2026Yanbing Wang, Shenyue Wang, Chunyang YuEmotion RecognitionCross-Modal Conflicts

    OPPO Research Institute

  3. Sensory Precision Inference for Multimodal Arbitration under Uncertainty

    Sep 14, 2026Tin Mišić, Takato HoriiCross-Modal ConflictsPerception Gap

    The University of Osaka, Japan · IRCN, The University of Tokyo, Japan

  4. Beyond Ambiguous Visual Cues: Studying Physiological Disruptions and Cross-Modal Inconsistencies in Deepfake Videos

    Sep 14, 2026Chenxi Yang, Yassine Ouzar, Larbi BoubchirDeepfake DetectionRemote Photoplethysmography

    LIASD Laboratory Shanghai Jiaotong University Shanghai, China · LIASD Laboratory University of Paris 8 Saint-Denis, France

  5. One Model, Two Physical Stories: Auditing Misalignment in Multi-Modal World Modeling

    Sep 13, 2026Geigh Zollicoffer, Minh Vu, Rajiv Ranasinghe +1Cross-Modal ConflictsMultimodal Model

    1Theoretical Division, Los Alamos National Laboratory · 2Computing and Artificial Intelligence Division, Los Alamos National Laboratory · 3Earth and Environmental Sciences Division, Los Alamos National Laboratory

  6. Compositional Failure in Audio-Visual LLMs: Late-Layer Prior Dominance Under Cross-modal Conflict

    Aug 27, 2026Adarsh Sudheer, David Li, Omar Elbanna +3Cross-Modal ConflictsLarge Audio Language Models

    Independent Researcher.

  7. VERDICT: Training-Free Step-Wise Verification of Multimodal Reasoning via Disagreement-Aware Consensus

    Aug 11, 2026Rohit Sinha, Kunal Tilaganji, Tanuja Ganu +3Reference-Guided Multimodal In-Context VerificationMultimodal Reasoning

    Indian Institute of Technology, Hyderabad · Microsoft Research

  8. PragMatch: Separating Pragmatic Incongruity from Cross-Modal Mismatch in Large Vision-Language Models

    Aug 10, 2026Zhanna Mukhametsharip, Vera Demberg, Varsha SureshHumorCross-Modal Conflicts

    Saarland University, Germany · Max Planck Institute for Informatics, Germany

  9. Evidence-Grounded Forensic Reasoning for Detecting and Grounding Multi-Modal Media Manipulation

    Aug 8, 2026Yichun Yeh, Yiheng Li, Xiaobo Hu +2Fake News DetectionMultimodal Reasoning

    MAIS, CASIA; SAI, UCAS · SAI, UCAS; MAIS, CASIA

  10. CONFER: Conflict-Aware Evidence Negotiation for Regime-Calibrated Weak Supervision in Multimodal Emotion Recognition

    Aug 8, 2026Bojing Hou, Ruohao Li, Yitong Zhu +2Emotion RecognitionCross-Modal Conflicts

    The Hong Kong University of Science and Technology (Guangzhou)

  11. C3^3PO: Evaluating Cross-Modal Composition and Counterfactual Performance in Omnimodal Models

    Aug 5, 2026Swapnanil Mukherjee, Agyeya Negi, Tanuja Ganu +1Cross-Modal ConflictsCross-Modal

    Microsoft Research India · IIIT Hyderabad, India

  12. Modality Agreement- and Conflict-Aware Prototype Hypergraph Learning for Multimodal Intent Understanding

    Aug 4, 2026Mohnish Raj, Suraj Kumar, Soumi Chattopadhayay +2Cross-Modal ConflictsModalities

    Mohnish Raj, Suraj Kumar, Graduate Student Member, IEEE, Soumi Chattopadhayay, Senior Member, IEEE, Chandranath Adak, Senior Member, IEEE, Ayan Dutta

  13. Two Sides of the Same Coin: Co-Evolving Search for Cross-Task Attacks on Vision-Language Models

    Aug 3, 2026Xuanhui Lin, Junhao Dong, Mingrong Gong +3Vision-Language Foundation ModelsAdversarial Training

    College of Computing and Data Science, Nanyang Technological University, Singapore

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

    Jul 28, 2026Podakanti Satyajith Chary, Barath Parthiban, Pranesh Velmurugan +2Cross-Modal ConflictsFine-Grained Video Understanding

    Department of Engineering Science, IIT Hyderabad, India · Department of Biomedical Engineering, IIT Hyderabad, India

  15. Detecting Knowledge Inconsistencies Across Text, Tables, and Knowledge Graphs

    Jul 28, 2026Fanfu Wei, Thibault Ehrhart, Raphaël TroncyKnowledge GraphsCross-Modal Conflicts

    EURECOM, France

  16. OmniScope: Modality-Decoupled Token Compression for Omnimodal Large Language Models

    Jul 25, 2026Jinsen Su, Yongdong Luo, Yuexiao Ma +3Token CompressionOmni-Modal

    Media Analytics and Computing Lab, Xiamen University, Xiamen, China · Institute of Artificial Intelligence, Xiamen University, Xiamen, China · School of Informatics, Xiamen University, Xiamen, China +1

  17. Silent Failures in Multimodal Agentic Search:A Diagnostic Taxonomy and Cross-Judge Evaluation

    Jul 22, 2026Zhengxian Wu, Junjie Gao, Kai YangMultimodal Search AgentsCross-Modal Conflicts

    Ant Group · Hangzhou, China

  18. HCIG: A Hierarchical Cross-Modal Incongruity Graph Network for Multimodal Sarcasm and Cyberbullying Detection

    Jul 17, 2026Bhavana Verma, Priyanka Meel, Dinesh Kumar VishwakarmaCross-Modal ConflictsHumor

    Multimodal Data Analytics Research Laboratory Department of Information Technology Delhi Technological University

  19. CF-Net: Conflict Fusion with Speaker Normalisation and Certainty Weighting for Ambivalence/Hesitancy Recognition

    Jul 15, 2026Tung Hung Bui, Hong Hai Nguyen, Van Thong HuynhCross-Modal ConflictsMultimodal Deep Learning

    Dept. of AI, FPT University · Fac. of CSE, HCMC University of Technology - VNUHCM

  20. Learning Robust Pair Confidence for Multimodal Emotion-Cause Pair Extraction

    Jun 17, 2026Zhuangzhuang Pan, Ning Dong, Yingna Su +1Emotion RecognitionCross-Modal Conflicts

    Institute for Advanced Studies Universiti Malaya Kuala Lumpur 50603, Malaysia · School of Information Engineering Suqian University Suqian 223800, China · Digitization Department Suzhou University of Technology Suzhou 215500, China

  21. IB-HFN: Information Bottleneck-Driven SAR-Optical Fusion Network for High-Fidelity Cloud Removal

    Jun 8, 2026Haojun Guo, Fan Feng, Ziquan Wang +2Synthetic Aperture RadarMultimodal Fusion

    Institute of Geospatial Information, Information Engineering University, Zhengzhou 450001, China

  22. IDO: Incongruity-aware Distribution Optimization for Multimodal Fake News Detection

    Jun 2, 2026Hengyang Zhou, Rongman Hong, Yuxuan Zhou +2Fake News DetectionCross-Modal Conflicts

    Nanjing University · University of Birmingham · East China Normal University +1

  23. RAVE: Re-Allocating Visual Attention in Large Multimodal Models

    May 18, 2026Xi Leng, Xinhong Ma, Ziqiang Dong +4Cross-Modal AttentionLarge Multimodal Models

    Qwen Business Unit of Alibaba · The Chinese University of Hong Kong, Shenzhen · Beijing Institute of Technology

  24. CodeBind: Decoupled Representation Learning for Multimodal Alignment with Unified Compositional Codebook

    May 18, 2026Zeyu Chen, Jie Li, Kai HanMultimodal AlignmentCross-Modal Conflicts

    Visual AI Lab, The University of Hong Kong

  25. CAM-VFD: Cross-Attention Multimodal Video Forgery Detection

    May 16, 2026Hoda Osama Elkhodary, Sherin Mostafa Youssef, Marwa Elshenawy +1Deepfake DetectionAi-Generated Video Detection

    Computer Engineering Department, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport, Alexandria, Egypt

  26. Are you with me? A Framework for Detecting Mental Model Discrepancies in Task-Based Team Dialogues

    May 4, 2026Katharine Kowalyshyn, Matthias ScheutzTheory-Of-Mind ReasoningDialogue

    Department of Computer Science, Tufts University

  27. PC-MNet: Dual-Level Congruity Modeling for Multimodal Sarcasm Detection via Polarity-Modulated Attention

    May 4, 2026Maoheng Li, Ling Zhou, Xiaohua Huang +3HumorCross-Modal Conflicts

    School of Computer Science and Engineering, Macau University of Science and Technology, Macao SAR 999078, China · Oulu School, Nanjing Institute of Technology, Nanjing 210096, China · School of Computer Science and Engineering, Macau University of Science and Technology, Macao SAR 999078, China, and also with the Macau University of Science and Technology Zhuhai MUST Science and Technology Research Institute, Zhuhai 519099, China +2

  28. EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and Missingness

    May 1, 2026Yueru Sun, Yimeng Zhang, Haoyu Gu +5Emotion RecognitionMultimodal Large Language Models

    School of Future Technology, South China University of Technology, Guangzhou, China

  29. ControlFoley: Unified and Controllable Video-to-Audio Generation with Cross-Modal Conflict Handling

    Apr 16, 2026Jianxuan Yang, Xinyue Guo, Zhi Cheng +10Audio-Video GenerationCross-Modal Conflicts

    MiLM Plus, Xiaomi Inc. · Wuhan University

  30. Context-specific Credibility-aware Multimodal Fusion with Conditional Probabilistic Circuits

    Mar 27, 2026Pranuthi Tenali, Sahil Sidheekh, Saurabh Mathur +3Multimodal FusionUncertainty-Aware Fusion

    †The University of Texas at Dallas · §Department of Computer Science , TU Darmstadt · ‡Air Force Research Lab