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. Fusion is not one-size-fits-all: Cross-Modal Representation Alignment for Time-to-Event Modeling

    Jun 13, 2026Zhemin Zhang, Weijie Chen, David Le +7Multimodal Clinical DataCross-Modal Alignment

  2. Multi-Modal Attention for Automated Disaster Damage Assessment Using Remote Sensing Imagery and Deep Learning

    Jun 12, 2026Tewodros Syum Gebre, Jagrati Talreja, Leila Hashemi-BeniPost-Disaster Damage AssessmentRemote Sensing

  3. MVEB: Massive Video Embedding Benchmark

    Jun 12, 2026Adnan El Assadi, Roman Solomatin, Isaac Chung +13VideosMulti-Modal Large Language Models

  4. Understanding Cross-Modal Contributions in Continual Vision-Language Models: A Theoretical Perspective

    Jun 12, 2026Salimeh Sekeh, Mary WisellLarge Vision Language ModelsVision-Language

  5. ClinHallu: A Benchmark for Diagnosing Stage-Wise Hallucinations in Medical MLLM Reasoning

    Jun 12, 2026Sicheng Yang, Hangjie Yuan, Wenjun Zhang +5Clinical ReasoningHallucinations

  6. CORA: Analyzing and bridging thinking-answer gap in Multimodal RLVR via Consistency-Oriented Reasoning Alignment

    Jun 12, 2026Jiayue Cao, Zhicong Lu, Xuehan Sun +6Multimodal Reasoning BenchmarksReinforcement Learning With Verifiable Reward

  7. Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity

    Jun 12, 2026Daniel Lee, Harsh Sharma, Eunkyu Park +5Llm-As-A-JudgeCultural Knowledge

  8. Trimodal Glioma Representation Alignment via Volumetric Contrastive Learning

    Jun 12, 2026Denise Marini, Eleonora Grassucci, Danilo ComminielloGliomaMultimodal Alignment

  9. IndustryBench-MIPU: Benchmarking Multi-Image Attribute Value Extraction for Industrial Products

    Jun 12, 2026Haonan Qi, Jin Cao, Yongqi Zhang +9IndustrialMultimodal Benchmarks

  10. Context-aware Modality-Topology Co-Alignment for Multimodal Attributed Graphs

    Jun 12, 2026Sirui Zhang, Xu Wang, Zhengyu Wu +2Graph Foundation ModelModality Alignment

  11. Explainable Task-Oriented Token Communication for AI-Native 6G Networks

    Jun 12, 2026Feibo Jiang, Lei Mao, Li Dong +3Semantic CommunicationsVisual Tokens

  12. When Irrelevant Text Matters: Affine Margin Shifts in Multimodal Large Language Models

    Jun 12, 2026Yinfeng Wang, Zhiyuan Yao, Zheren Fu +2Multi-Modal Large Language ModelsLarge Language Model Performance

  13. Modality Forcing for Scalable Spatial Generation

    Jun 11, 2026Bardienus Pieter Duisterhof, Deva Ramanan, Jeffrey Ichnowski +2Large-Scale Image GenerationDense Prediction

  14. ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages

    Jun 11, 2026Tanmoy Kanti Halder, Akash Ghosh, Subhadip Baidya +2Multimodal Clinical DataMulti-Modal Large Language Models

  15. HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers

    Jun 11, 2026Guozhen Zhang, Xuerui Qiu, Yutao Cui +11Visual TokensSelf-Supervised Vision Transformers

  16. Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality

    Jun 11, 2026Wei Li, Zhen Huang, Xinmei TianCross-Modal LearningCompositionality

  17. Reasoning for Mobile User Experience with Multimodal LLMs: Task, Benchmark, and Approach

    Jun 11, 2026Ruichao Mao, Zhou Fang, Teng Guo +9User InterfaceMultimodal Benchmarks

  18. LaME: Learning to Think in Latent Space for Multimodal Embedding via Information Bottleneck

    Jun 11, 2026Peixi Wu, Biao Yang, Feipeng Ma +7Multimodal EmbeddingsEfficient Latent Reasoning

  19. A Multi-Modal Framework with Cross-Subject Pseudo-Labeling and Semantic Alignment for Micro-Gesture Recognition

    Jun 11, 2026Haoran Zhang, Haokun Zhang, Pengyu Liu +3CvprPseudo-Labeling

  20. scLLM-DSC: LLM-Knowledge Enhanced Cross-Modal Deep Structural Clustering for Single-Cell RNA Sequencing

    Jun 11, 2026Ping Xu, Pengjiang Li, Tian Du +6Single-Cell Rna SequencingSpatial Transcriptomics

  21. Bridging Modal Isolation in Interleaved Thinking: Supervising Modality Transitions via Stepwise Reinforcement

    Jun 11, 2026Tingyu Li, Le Zhou, Siyuan Li +5Cross-Modal LearningVisual Evidence

  22. SMGFM: Spectral Multimodal Graph Pretraining for Multimodal-Attributed Graphs

    Jun 11, 2026Zhengyu Wu, Xu Wang, Hongchao Qin +4Cross-Modal Alignment

  23. MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs

    Jun 11, 2026He Li, Haoang Chi, Qizhou Wang +6Large Language Model UnlearningMulti-Modal Large Language Models

  24. GRIP: Feedback-Guided Prompt Retrieval for Large Multimodal Models

    Jun 10, 2026Garvita Allabadi, Matteo Sodano, Roberto Estevão +4Multi-Modal Large Language ModelsIn-Context Learning

  25. Does AI Reviewer See the Full Picture? Attacking and Defending Multimodal Peer Review

    Jun 10, 2026Xinyu Zhao, Rana Muhammad Shahroz Khan, Zhen Xu +2Artificial Intelligence ReviewersPeer Review

  26. M*: A Modular, Extensible, Serving System for Multimodal Models

    Jun 10, 2026Atindra Jha, Naomi Sagan, Keisuke Kamahori +9Unified Multimodal ModelsArtificial Intelligence Models

  27. ECA: Efficient Continual Alignment for Open-Ended Image-to-Text Generation

    Jun 10, 2026Jiangtao Kong, Peijun Zhao, Chun-Fu Chen +4Text-To-ImageLatent Representation Alignment

  28. Helping Figures Tell their Story! Paper-Grounded Video Generation Explaining Complex Scientific Figures

    Jun 10, 2026Ishani Mondal, Javad Baghirov, Jordan Boyd-GraberLong Video GenerationVisual Storytelling

  29. AudioX-Turbo: A Unified Framework for Efficient Anything-to-Audio Generation

    Jun 10, 2026Zeyue Tian, Lei Ke, Zhaoyang Liu +8Joint Audio-Video GenerationMultimodal Generation

  30. Findings of the MAGMaR 2026 Shared Task

    Jun 10, 2026Alexander Martin, Dengjia Zhang, Joel Brogan +7Multimodal RetrievalMultimodal Generation

  31. Bridging the Modality Gap in Forensic Image Retrieval

    Jun 10, 2026Ricardo González-Gazapo, Annette Morales-González, Yoanna Martínez-Díaz +2Multimodal RetrievalDigital Forensics

  32. InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning

    Jun 10, 2026Ziang Yan, Sheng Xia, Jiashuo Yu +10Agentic Video GenerationMultimodal Agents

  33. MODF-SIR: A Multi-agent Omni-modal Distilled Framework for Social Intelligence Reasoning

    Jun 10, 2026Shang Ma, Jisheng Dang, Wencan Zhang +6Multi-Modal Large Language ModelsCollective Intelligence

  34. Frozen Multimodal Embeddings for AI-Assisted Interview Assessment of Personality and Cognitive Ability

    Jun 10, 2026Kuo-En Hung, Hung-Yue Suen, Shih-Ching Yeh +1InterviewsModality-Specific Encoders

  35. Last But Not Least: Boundary Attention CalibratiON for Multimodal KV Cache Compression

    Jun 10, 2026Tianhao Chen, Yuheng Wu, Kelu Yao +3Key-Value Cache CompressionMulti-Modal Large Language Models

  36. Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training

    Jun 10, 2026Michal Chudoba, Sergey Alyaev, Petra Galuscakova +1Large Language Model Fine-TuningMulti-Modal Large Language Models

  37. Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning

    Jun 10, 2026Zhirui Chen, Ziwei Chen, Ling ShaoMulti-Modal Large Language ModelsIn-Context Learning

  38. YTClickbait21K: Human-Annotated Multimodal Dataset for YouTube Clickbait Detection Across Diverse Channels and Content Categories

    Jun 10, 2026Md. Minhazul Islam, Md. Tanbeer Jubaer, Amith Khandakar +5Multimodal DatasetContent Moderation

  39. MultiToP: Learning to Patch Visual Tokens to Mitigate Hallucinations in Video Large Multimodal Models

    Jun 10, 2026Yuansheng Gao, Wenbin Xing, Jiahao Yuan +4Video Multimodal Large Language ModelsVisual Tokens

  40. Mind the Perspective: Let's Reason Recursively for Theory of Mind

    Jun 10, 2026Chao Lei, Guang Hu, Meng Yang +2Theory-Of-Mind ReasoningMultimodal Reasoning

  41. FreqKD: Frequency-Decoupled Cross-Modal Knowledge Distillation for Infrared Object Detection

    Jun 10, 2026Keval Thaker, Venkatraman Narayanan, Abdalmalek Aburaddaha +1Cross-Modal DistillationInfrared

  42. Cross-Modal Benchmarking for Robotic Perception in Natural Environments

    Jun 10, 2026David Hall, Joshua Knights, Mark Cox +1Robotic PerceptionDepth Estimation

  43. The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

    Jun 9, 2026Avinash Anand, Mahisha Ramesh, Avni Mittal +7Large Language Model ReasoningLarge Language Model Performance

  44. DeceptionX: Explainable Deception Detection with Multimodal Large Language Models

    Jun 9, 2026Jiayu Zhang, Shuo Ye, Jiajian Huang +7DeceptionMultimodal Learning

  45. When to Align, When to Predict: A Phase Diagram for Multimodal Learning

    Jun 9, 2026Ilay Kamai, Hugues Van Assel, Aviv Regev +2Multi-Modal Representation LearningCross-Modal Learning

  46. ARM: An AutoRegressive Large Multimodal Model with Unified Discrete Representations

    Jun 9, 2026Junke Wang, Xiao Wang, Jiacheng Pan +16Autoregressive Image GenerationText-To-Image

  47. AnyMod-LLVE: Low-Light Video Enhancement with Modality-Agnostic Inference

    Jun 9, 2026Hangfeng Liang, Yutao Hu, Yanhan Hu +3Low-Light Image EnhancementVideo Multimodal Large Language Models

  48. Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

    Jun 9, 2026Kevin Qinghong Lin, Batu EI, Yuhong Shi +5HeadlinesMultimodal Agents

  49. Multimodal Brain Tumour Classification Using Feature Fusion

    Jun 9, 2026Wajih ul Islam, Muhammad Yaqoob, Javed Ali Khan +1Brain Tumor ClassificationRadiomics

  50. Modeling Complex Behaviors: Multi-Personality Composition and Dynamic Switching in Vision-Language Models

    Jun 9, 2026Peiqi Jia, Haonan Jia, Ziqi Miao +3PersonalityMulti-Modal Large Language Models

  51. Do VLMs Reason Like Engineers? A Benchmark and a Stage-wise Evaluation

    Jun 9, 2026Syed Wasiq, Syed Mohamad Tawseeq, Yashwant Pravinrao Bangde +1Multimodal Reasoning BenchmarksMultimodal Reasoning

  52. Closing the Modality Gap in Zero-Shot HAR: Contrastive Training and Separability-Optimized Prototypes on IMU Data

    Jun 9, 2026Anik GhoshHuman Activity RecognitionZero-Shot Inference

  53. Spatial-Omni: Spatial Audio Understanding Integration in Multimodal LLMs via FOA Encoding

    Jun 9, 2026Zhiyuan Zhu, Yixuan Chen, Yiwen Shao +13Spatial AudioAudio Encoders

  54. One Token per Multimodal Evidence: Latent Memory for Resource-Constrained QA

    Jun 9, 2026Zhi Zheng, Ziqiao Meng, Hao Luan +2Multimodal MemoryMultimodal Reasoning Benchmarks

  55. Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundation and Algorithm

    Jun 9, 2026Trong Khiem Tran, Anh Duc Chu, Quang Hung Pham +2Cross-Modal DistillationCross-Modal Learning

  56. Large Language Models as Modal Models in Linguistics

    Jun 9, 2026Haruto Suzuki, Saku SugawaraLinguisticsMulti-Modal Large Language Models

  57. Enhancing Multilingual LLM-based ASR with Mixture of Experts and Dynamic Downsampling

    Jun 9, 2026Guodong Lin, Ziqi Chen, Yuxiang Fu +2Llm-Based Automatic Speech RecognitionMultilingual

  58. A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis

    Jun 9, 2026Fanrong Liu, Zhang Yuwei, Mingni LuoFinancial Sentiment AnalysisPortfolio Optimization

  59. CoCoSI: Collaborative Cognitive Map Construction for Spatial Intelligence

    Jun 9, 2026Yiming Zhang, Ruoxuan Cao, Zhihang ZhongCognitive MapSpatial Memory

  60. ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation

    Jun 8, 2026Yihua Zhang, Mingfu Liang, Jiyan Yang +11Multimodal ReasoningMultimodal Recommendation