Multimodal

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Period ending 2026-09-21

65 new papers

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Period ending 2026-09-14

18 new papers

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Period ending 2026-09-07

26 new papers

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  1. OmniReasoner: Thinking with Long Audio-Video via Native Tool Use

    Jul 21, 2026Yu Chen, Caorui Li, Ziyu Xiong +8Audio-Visual ReasoningMulti-Modal Large Language Models

  2. Visual Token Compression Enhances Robustness of MLLMs

    Jul 21, 2026Shishen Gu, Jiequan Cui, Wenbo Hu +3Visual Token PruningLarge Language Model Jailbreaks

  3. One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models

    Jul 21, 2026Jiayi Yang, Yifang Chen, Yuanfu Sun +2Cross-Modal AttentionLarge Vision Language Models

  4. Mitigating Modality and Language-Style Gaps for Zero-Shot Video Moment Retrieval

    Jul 21, 2026Jihyun Lee, Cheol-Ho Cho, Woojin Jun +2Large Vision Language ModelsModality Gap

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

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

  6. RMS@CC-MMD 2026: Multimodal Misogyny Detection via Geometric Interaction and Multi-View Consensus

    Jul 20, 2026Md. Ajwad HossainMemesContent Moderation

  7. FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications

    Jul 20, 2026Krish Agarwal, Zhuoming Chen, Yanyuan Qin +3FlashMulti-Gpu Systems

  8. Sparse Evidence Can Suffice: Agentic Evidence Seeking for Multimodal Video Misinformation Detection

    Jul 20, 2026Haochen Zhao, Yongxiu Xu, Xinkui Lin +6Misinformation DetectionVerification-Triggered Multimodal

  9. HAS: Highlight-guided Attention Steering for Multimodal LLM Video Summarization

    Jul 20, 2026Rui Chu, Yingjie LaoVideo UnderstandingSummarization

  10. ST-Veto: Spatio-Temporal Token Veto for Diffusion MLLMs via Taylor Prediction and Visual Grounding

    Jul 20, 2026Keuntae Kim, Beomseok Lee, Hyunwoo Kim +1Diffusion Language ModelsLatent Reasoning Tokens

  11. Learning to Detect Cross-Modal Negation: An Analysis of Latent Representations and an Attention-Based Solution

    Jul 20, 2026Ali AbuSaleh, Leon Hammerla, Alexander MehlerCross-Modal AttentionNegation

  12. Beyond Objective Expressivity: Geometry Preservation in Multimodal Contrastive Learning

    Jul 20, 2026Tillmann Rheude, Roland Eils, Benjamin WildMultimodal Contrastive LearningContrastive Learning

  13. OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment

    Jul 20, 2026Wenxiao Fan, Hang Yin, Kan LiSpatial ReasoningMultimodal Alignment

  14. Pailitao-MMSearch: Building Native E-Commerce Multimodal Search Foundation

    Jul 20, 2026Xiaohan Ye, Xu Chen, Zihan Gong +15Multimodal Search AgentsE-Commerce

  15. TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

    Jul 19, 2026Yuhan Zhu, Changlian Ma, Xiangyu Zeng +12Video Temporal GroundingTemporal Grounding

  16. SkyVLaM: Multimodal Large Language Model for UAV Video Understanding in Remote Sensing

    Jul 19, 2026Kaiwen Jing, Ruixu Jia, Bingyao Li +3Video Object SegmentationAerial Dataset

  17. VecFontLLM: Anchor-Guided Direct Synthesis of Chinese Vector Fonts

    Jul 19, 2026Hao Yuan, Yuxuan Luo, Xing Chen +1Typography GenerationAutomated Synthesis Techniques

  18. STBridge: Shared-Target Alignment for Bridging Understanding and Generation in UMMs

    Jul 19, 2026Ye Wang, Hongjun Wang, Hao Fang +7Unified Multimodal ModelsBridging Language

  19. Fourier Geometric Wind Power Forecasting with Numerical Weather Prediction

    Jul 19, 2026Shiyuan Piao, Fan Zehui, Yang Liu +4Energy ForecastingNumerical Weather Prediction

  20. ChemFusion: A Multimodal Cross-Attention Network for Reaction Yield Prediction

    Jul 19, 2026Qiwei Han, Chi ZhouHeterogeneous CatalysisCross-Attention

  21. MIME: Multimodal Interactive Motion Encoder

    Jul 18, 2026Addison Zucek, Prerit Gupta, Kamila Kuatova +1Text-To-Motion GenerationHuman Motion Generation

  22. Cross-Branch Conflict as a Shield: Safeguarding Facial Identities in Unified Multimodal Image Editing

    Jul 18, 2026Weiwei Tan, Junxian Li, Rui Wang +3Image EditingUnified Multimodal Models

  23. FUSAR-R1: A Large-Scale Reasoning Model for Intelligent Interpretation of SAR Images

    Jul 18, 2026Yi Yang, Xiaokun Zhang, Yuxuan Li +3Synthetic Aperture RadarLarge Vision Language Models

  24. MultiLoReFT: Decoupling Shared and Modality-Specific Subspaces in Multimodal Learning via Low-Rank Representation Fine-Tuning

    Jul 18, 2026Sana Tonekaboni, Viktoria Schuster, Caroline UhlerInput ModalityLow-Rank Adaptation

  25. Constraint-Anchored Reasoning Traces

    Jul 18, 2026Zehua Cheng, Wei Dai, Jiahao SunLarge Language Model ReasoningMulti-Modal Large Language Models

  26. Multimodal Attention-based Deep Learning for Emergency Triage with Electronic Health Records

    Jul 18, 2026Hazqeel Afyq Athaillah Kamarul Aryffin, Kamarul Aryffin Baharuddin, Mohd Halim Mohd NoorMultimodal Clinical DataTriage

  27. Can Multimodal Large Language Models Understand OCT?

    Jul 18, 2026Baochen Fu, Wenzhi Deng, Baihao Jin +5Optical Coherence TomographyMultimodal Benchmarks

  28. From Modalities to Propositions: A Language-Centric Framework for Multimodal Intelligence

    Jul 18, 2026Nadine Chang, Maying Shen, Shizhe Diao +6Universal MultimodalMultimodal Learning

  29. Geometry-Enhanced Portion Estimation for Multimodal LLMs

    Jul 17, 2026Lin Liao, Peng LiZero-Shot BenchmarkMultimodal Learning

  30. One Modality to Forget Them All: Enhancing Cross-Modal Unlearning in Vision-Language Models

    Jul 17, 2026Sudharshan Balaji, Yili Ren, Guangjing Wang +2Large Language Model UnlearningCross-Modal Learning

  31. Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models

    Jul 17, 2026Junhao Liu, Jian-Wei Zhang, Tao Huang +3Image GenerationMulti-Modal Large Language Models

  32. ToolSciVer: Multimodal Scientific Claim Verification with Visual Tool Augmented Reinforcement Learning

    Jul 17, 2026Binglin Zhou, Peng Shi, Ryo Kamoi +2Verification-Triggered MultimodalScientific Discovery

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

    Jul 17, 2026Bhavana Verma, Priyanka Meel, Dinesh Kumar VishwakarmaHumorCross-Modal Learning

  34. Monkey King Bang: A Unified Scientific Multimodal Foundation Model

    Jul 17, 2026Hesen Chen, Xinyu Su, Xiaomeng Yang +11Scientific DiscoveryMultimodal Learning

  35. Knowledge-Guided Cross-Modal Fusion for Adult-to-Pediatric ECG Transfer via Label-Conditioned Contrastive Alignment

    Jul 17, 2026Xinran Liu, Yuwen Li, Hongxiang Gao +4Pediatric-Adult Electrocardiogram AlignmentContrastive Alignment

  36. OmniStyle-INR: Universal and Multimodal Style Transfer for INRs

    Jul 17, 2026Rafał Kajca, Michał Miziołek, Kornel Howil +2Photorealistic Style TransferImplicit Neural Representations

  37. AVE-Compass: Towards Holistic Evaluation for Audio-Video Editing Abilities

    Jul 17, 2026Yuqing Wen, Yukai Huang, Qianqian Xie +6Video EditingAudio-Visual Consistency

  38. On the Geometry of Learned Representations in Event-Based Multi-Modal Egomotion Estimation

    Jul 17, 2026Stefano Silvestrini, Michele CeresoliEgo-MotionMulti-Sensor Fusion

  39. Multimodal Ambivalence and Hesitancy Recognition via Cross-Attention and Gated Fusion

    Jul 17, 2026Oussama Berhili, Yassine Ouzar, Larbi BoubchirMultimodal LearningCross-Attention

  40. Efficient Frame Selection for Long Videos at Test Time with Attention-Based MLLM Selectors

    Jul 17, 2026Yilin Wang, Xiangxi Zheng, Dongxing Mao +6VideosMulti-Modal Large Language Models

  41. Toward Federated Multimodal Graph Foundation Models: A Topology-Aware Multimodal Alignment Framework

    Jul 17, 2026Xunkai Li, Guohao Fu, Yuming Ai +4Federated Graph LearningGraph Foundation Model

  42. S1-Omni: A Unified Multimodal Reasoning Model for Scientific Understanding, Prediction, and Generation

    Jul 17, 2026Jiahao Zhao, Junyi Liu, Lifeng Xu +19Scientific DiscoveryMultimodal Reasoning

  43. Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts

    Jul 17, 2026Aritro De, Juliana FelknerComplianceDocumentation

  44. MGDT: MLLM-Guided Diffusion Transformer with Relation-Adaptive Mixture-of-Experts for Multimodal Knowledge Graph Completion

    Jul 17, 2026Xu Hou, Meiyu Liang, Wei Huang +6Knowledge Graph CompletionCross-Modal Learning

  45. SLAPBench: Benchmarking Multimodal Large Language Models for Four-Finger SLAP Fingerprint Verification

    Jul 17, 2026Bibesh Pyakurel, M. G. Sarwar MurshedFingerprintVerification-Triggered Multimodal

  46. MM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization

    Jul 16, 2026Shaoxiong Zhan, Shi Hu, Boyu Feng +7Multimodal RetrievalVisual Evidence

  47. Benchmarking Multimodal Large Language Models for Scientific Visualization Literacy

    Jul 16, 2026Patrick Phuoc Do, Chau M. Ta, Chaoli WangMultimodal LearningVisual Analytics

  48. AlphaWiSE: Adaptive Weight Interpolation for Continual Multimodal Representation Learning

    Jul 16, 2026Sarthak Jain, Qiran Hu, Zhen Zhu +1Cross-Modal LearningMulti-Modal Representation Learning

  49. Parameter-efficient Prompt Tuning of Vision Foundation Model With Adaptive Focal Loss for Interpretable MCI Screening

    Jul 16, 2026Javad Khoramdel, Farhad Hoseyni, Amirhossein NikoofardMild Cognitive ImpairmentFocal Loss

  50. Video = World + Event Stream

    Jul 16, 2026Lianghua Huang, Zhi-Fan Wu, Yupeng Shi +24Streaming VideoUniversal Multimodal

  51. On Success and Simplicity: A Second Look at Transferable Vision-Language Attack Pipeline

    Jul 16, 2026Yuchen Ren, Zhengyu Zhao, Chenhao Lin +2Cross-Modal LearningTransferable Attack

  52. VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding

    Jul 16, 2026Xinhao Li, Yuhan Zhu, Xiangyu Zeng +24Video UnderstandingVideo Multimodal Large Language Models

  53. VQ-Touch: A Data-Efficient Tactile Generation Framework Across Sensors and Scenarios

    Jul 16, 2026Kailin Lyu, Long Xiao, Jianing Zeng +3SensorsMultimodal Generation

  54. Multimodality as Supervision: Self-Supervised Specialization to the Test Environment via Multimodality

    Jul 16, 2026Kunal Pratap Singh, Ali Garjani, Rishubh Singh +6Cross-Modal LearningSelf-Supervised

  55. Team RAS in 11th ABAW Competition: Multimodal Ambivalence Recognition Approach

    Jul 16, 2026Elena Ryumina, Maxim Markitantov, Alexandr Axyonov +4Multimodal FusionMultimodal Learning

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

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

  57. An Intelligent-Cloud Edge Multimodal Interaction System for Robots

    Jul 16, 2026Zihan Guo, Xiaoqi LiHuman-Robot InteractionRobotic Perception

  58. VIABench: A Comprehensive Video Benchmark Collected from Blind Individuals for Visual Impairment Assistance

    Jul 16, 2026Yunfeng Liu, Yuandong Yang, Jiarui Han +5Blind SpotsLongvideobench

  59. VLT: A Vision-Language-Time Series Multimodal Foundation Model for Industrial Intelligence

    Jul 16, 2026Haiteng Wang, Jingheng Yan, Xiaokang Wang +1Multimodal Foundation ModelUnified Multimodal Models

  60. Contextualized Evaluation of Vision Language Models through Dynamic, Multi-turn Interactions

    Jul 16, 2026Yijiang Li, Huiqi Zou, Bingyang Wang +1Large Language Model EvaluationMulti-Modal Large Language Models