Text Modality

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Period ending 2026-09-14

12 new papers

A weekly snapshot of new work published in Text Modality.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Text Modality.

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309 papers

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  1. TwinICL: Diagnosing Multimodal In-Context Learning through Paired Counterfactuals

    Sep 14, 2026Zihan Xue, Po-Yi Lu, Serhii Honcharenko +5Multimodal LearningIn-Context Learning

  2. Exploring Diffusion Transformers for Cross-Modal Augmentation in Multimodal Brain State Decoding

    Sep 12, 2026Ziwei Wang, Xingyi He, Hongbin Wang +3Cross-Modal AttentionMultimodal Learning

  3. When Does Text Inform? Benchmarking Information-Theoretic Metrics for Multimodal Time-Series Forecasting

    Sep 12, 2026Emma Andrews, Gianmarco MengaldoTime Series ForecastingMultimodal Learning

  4. Predictive Multi-Landmark OCT Tracking for Increased Motion Robustness

    Sep 11, 2026Konrad Reuter, Suresh Guttikonda, Chaitali Uday Karekar +2Multi-Object TrackingMotion Estimation

  5. MMGait: Benchmarking and Unifying Gait Recognition across Heterogeneous Modalities

    Sep 11, 2026Saihui Hou, Chenye Wang, Qingyuan Cai +2Gait RecognitionMultiple Modalities

  6. Multi-Modal Controlled Coherent Motion Generation

    Sep 11, 2026Yifei Liu, Qiong Cao, Hongwei Yi +2Human Motion GenerationMultimodal Generation

  7. When Fusion Fails: Corruption-Aware Rebalanced Fusion for Multi-Modal Medical Image Segmentation

    Sep 9, 2026Yuchen Pei, Xiaoyu Hu, Yixiong Zou +5Multi-Modal FusionMedical Image Segmentation

  8. UOT-Gap: A Variational Principle for the Modality Gap in Vision-Language Models via Unbalanced Optimal Transport

    Sep 9, 2026Zonglin Yang, Huilan Ma, Xudan Zheng +1Modality GapContrastive Language-Image Pre-Training

  9. Studying Image Tokenizers as Visual Languages in Unified Multimodal Models

    Sep 8, 2026Siting Li, Zhengyang Wang, Simon Shaolei Du +2Multimodal LearningTokenizer

  10. Noise Adaptive Streaming Audio-Visual Speech Token Enhancement for Robust Full-Duplex Spoken Dialogue Models

    Sep 8, 2026Bella Godiva, Yeonju Kim, Yong Man RoSpeech EnhancementAuditory Attention

  11. I Don't Miss You, but I Do: Self-Explanation Faithfulness of Modality Missingness in Vision-Language Models

    Sep 7, 2026Aydin Javadov, Daniel Schoess, Florian von WangenheimText ModalityMissing Modalities

  12. When Semantically Consistent Encoding Meets View-Label Heterogeneity Modeling: A Unified Framework for Incomplete Multi-View Multi-Label Learning

    Sep 7, 2026Chengliang Liu, Bo Li, Bob Zhang +3Multi-Label ClassificationMulti-View

  13. Social Intuition vs. Machine Reasoning: Anticipating Human-Robot Interaction from multiple modalities

    Sep 7, 2026Raphael Lorenzo-Louis, Bertrand Luvison, Serena IvaldiHuman-Robot InteractionVision-Language Model Reasoning

  14. Sensing Which Modality Matters: Evidence-Gated Regularization for Robust VLA Policies

    Sep 2, 2026Yue Yang, Diego Romeres, Chiori Hori +3Vision-Language-ActionText Modality

  15. Contribution-Aware Bandwidth Allocation for Multimodal Split Learning

    Sep 1, 2026Iason Ofeidis, Leandros TassiulasMultimodal LearningWireless Resource Allocation

  16. When Modality Gap Reduction Fails: Prediction-Level Hubness in CLIP

    Sep 1, 2026Shota Sato, Hajime Kiyama, Tosho Hirasawa +1Modality GapCross-Modal Alignment

  17. Joint Training Is Not Enough: Conditioned Cross-Granularity Training for Multimodal Document Understanding

    Sep 1, 2026Chengguang Gan, Yunhao Liang, Hanjun Wei +2Multimodal QueryMultimodal Learning

  18. Cross-Regional Grapevine Cold Hardiness Prediction via Learned Multimodal Latent Representations

    Aug 31, 2026William Solow, Paola Pesantez-Cabrera, Markus Keller +3Transfer LearningLatent Representation

  19. Multimodal Shared Latent Representation of Narration, Microscope and iOCT Images for Phase Recognition in Vitreoretinal Surgery

    Aug 31, 2026Onur Izmitlioglu, Shervin Dehghani, Tarek Ghannoum +2Optical Coherence TomographyMicroscopy

  20. Textual Acoustic Grounding for Generalizable LLM-Based Deepfake Voice Detection

    Aug 31, 2026Yassine El Kheir, Xin Wang, Wanqing Ge +3Audio Deepfake DetectionLarge Audio Language Models

  21. When Is a Task Vector Enough? An Empirical Theory of Implicit Multimodal ICL

    Aug 13, 2026Jiaqian LiMultimodal LearningIn-Context Learning

  22. MAG: MAnifold Guided Semi-Supervised Multi-modal In-Context Learning

    Aug 13, 2026Zirui Cheng, Xun Xu, Tiankai Chen +7Large Multimodal ModelsMultimodal Learning

  23. Dual Anchors, Do It Better: Hierarchical Group Merging for Zero-Shot Anomaly Detection

    Aug 12, 2026Jimin Roh, DongKyu Kim, Suk-Ju KangZero-Shot Anomaly DetectionState-Of-The-Art Zero-Shot Performance

  24. LEMUR: Latent Entropy-aware Multimodal Unlearning via Visual-anchored Reasoning Redirection

    Aug 12, 2026Xinhao Zhong, Yuxia Qiao, Junhao Li +3Large Language Model UnlearningMultimodal Reasoning

  25. PRMU: A Corpus-Free Benchmark for Person-Centric Knowledge Unlearning in Multimodal Large Language Models

    Aug 11, 2026Huafeng Chen, Yueming Lyu, Ziyuan Chen +4Large Language Model UnlearningLarge Multimodal Models

  26. TimeRoute: Time-Aware Modality Routing and Diffusion for Multi-Modal Recommendation

    Aug 11, 2026Pengyu Zhang, Yangqin Jiang, Klim Zaporojets +2Text ModalityExpert Routing

  27. FiGuRO: Intrinsic Dimension Estimation for Multi-Modal Data

    Aug 11, 2026Viktoria Schuster, Sana Tonekaboni, Caroline UhlerIntrinsic DimensionalityMultimodal Learning

  28. Rationale-Guided Learning for Multimodal Emotion Recognition

    Aug 11, 2026Sujung Oh, Jung Uk Kim, Sangmin LeeMultimodal Emotion RecognitionMultimodal Reasoning

  29. UniMod: Enhancing Multi-Modal Medical Diagnosis through Cross-Modality and Within-Modality Alignment

    Aug 10, 2026Zijian Gu, Weikai Lin, Shuang Zhou +2Multimodal Clinical DataMultimodal Learning

  30. Multimodal Item Parameter Estimation using Simulated Response Probabilitie

    Aug 10, 2026Christopher Ormerod, YoungKoung KimItem Response TheoryMultiple-Choice Questions

  31. Hyperbolic Multimodal Continual Learning

    Aug 10, 2026Jiahong Liu, Ming Shen, Xiaohao Liu +4Hyperbolic LearningEfficient Continual Learning

  32. GeoUniPR: A Geometry-Consistent Unified Framework for Cross-Modal Place Recognition

    Aug 10, 2026Wonbong Kim, Jiatong Xiao, Rui Li +5Visual Place RecognitionLidar

  33. Learning Deep Modality-Shared Self-Expressiveness for Image Clustering with Textual Information

    Aug 9, 2026Xianghan Meng, Wei He, Zhiyuan Huang +1Text ModalityClustering

  34. GRACE: LLM-Grounded Semantic Metric Spaces for Scalable Mixed-Data Clustering

    Aug 8, 2026Zihua Yang, Zhencheng Xie, Junyang Chen +4ClusteringCluster

  35. A Hierarchical Energy-Based Model for Multimodal Cognition

    Aug 8, 2026Subir VarmaPredictive CodingMultimodal Learning

  36. LMM Modality Transfer: A Pre-requisite for Autonomous GIS Agents

    Aug 7, 2026Ivan Majic, Zexian Huang, Franziska Hübl +5Large Multimodal ModelsText Modality

  37. CFGPNet: Cross-Attention-Based Fused Gradient Programmed Network Framework for Multispectral Object Detection

    Aug 6, 2026Nima Hatami, Karim Faez, Saeed Sharifian +1Cross-AttentionModality Gap

  38. What Current AI Benchmarks Leave Unmeasured: Modality, Search, Citations, and Implications (for Safety Evaluations)

    Aug 6, 2026Ro Encarnación, Tina Behzad, Emma Lurie +1Artificial Intelligence BenchmarksSafety Benchmarks

  39. GAUGE: Granularity-Adaptive Counterfactual Gating of Evidence for Incomplete Multimodal Classification

    Aug 6, 2026Yunping Shi, En Yu, Kairui Guo +1Missing ModalitiesMultimodal Learning

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

    Aug 5, 2026Swapnanil Mukherjee, Agyeya Negi, Tanuja Ganu +1Text ModalityCross-Modal Attention

  41. SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding

    Aug 5, 2026Yue Zhang, Yingzhao Jian, Yunqiu Xu +23D Scene UnderstandingMultimodal Reasoning

  42. Visual Anchoring in Diffusion: Multimodal Zero-Shot Skeleton Action Recognition

    Aug 5, 2026Zehao Bao, Shujun Guo, Bruce X. B. YuSkeleton-Based Action RecognitionText Modality

  43. MetaVideoAgent: Automated Video-Agent Evolution for Long-Form Video Understanding

    Aug 5, 2026Benlei Cui, Ruize Wang, Junjie Li +9Agentic Video GenerationSelf-Evolving Agents

  44. EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment

    Aug 5, 2026Zhenyu Yi, Jianwei Xu, Yue Hu +6Colonoscopy3D Masked Autoencoders

  45. iStructTab: Structured Feature Sequencing for Multimodal Learning of Image and Tabular Data

    Aug 5, 2026Al Zadid Sultan Bin Habib, Md Younus Ahamed, Prashnna Gyawali +2Multimodal LearningTabular Learning

  46. Multimodal Alignment Through Joint Kernel Entropic Gromov--Wasserstein Optimal Transport

    Aug 4, 2026Yixuan Florence Wu, Yilun Zhu, Naichen ShiMultimodal AlignmentUnimodal Encoders

  47. Rethinking Modality Reliability in Multimodal Sentiment Analysis with Incomplete Observations

    Aug 4, 2026Chunlei Meng, Jacqueline J. Pang, Pengbin Feng +3Text ModalityCross-Modal

  48. Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning

    Aug 4, 2026Kejian Zhu, Zhuoran Jin, Dongqi Huang +4Multimodal AgentsMulti-Agent Reinforcement Learning

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

    Aug 4, 2026Mohnish Raj, Suraj Kumar, Soumi Chattopadhayay +2Multimodal LearningText Modality

  50. CIGTSurv: Clinical Information Guided Tri-modal Survival Prediction with Local Prototype Association and Global Feature Alignment

    Aug 4, 2026Jing Dai, Qibin Zhang, Weiwei Zhou +4Survival PredictionsThe Cancer Genome Atlas Datasets

  51. V-Mem: Modality-Routed Retrieval for Long-Term Multimodal Agentic Memory

    Aug 2, 2026Dingyi Kang, Dongming Jiang, Yi Li +2Multimodal MemoryModality Gap

  52. Understanding and Overcoming Cross-modal Fusion Bias in Multimodal Anomaly Detection From A Fisher Information Perspective

    Aug 2, 2026Kaifang Long, Lianbo Ma, Liming Liu +1Cross-Modal FusionMultimodal Learning

  53. RHEA: Reliability-Harmonized Reconstruction and Assignment for Robust Multimodal-Attributed Graph Clustering

    Aug 1, 2026Yinlin Zhu, Di Wu, Ziyu Han +4Multimodal GraphText Modality

  54. Through the LENS: Local Geometric Decomposition of Vision-Language Model Representations

    Aug 1, 2026Shalom Kachko, Raz Lapid, Margarita Vald +2Cross-Modal RepresentationsText Modality

  55. Unleashing the Power of Text: Text-Guided Flow Matching for Image Fusion under Complex Degradations

    Aug 1, 2026Axi Niu, Jieheng Li, Kang Zhang +3Visible Image FusionDegradation

  56. Where did the ambiguity go? Examining how multimodal models interpret polysemous words

    Aug 1, 2026Jasin Cekinmez, Addison J. Wu, Raja Marjieh +1Large Multimodal ModelsVision-Language Reasoning

  57. CALM-AH: An ABAW11-Calibrated Multimodal Ensemble with Reliability-Gated Multi-Expert Consensus for Video-Level Ambivalence and Hesitancy Recognition

    Jul 31, 2026Wenzhuo Sun, Mingjian Liang, Richard Attfield +3Multimodal EvaluationAmbiguity

  58. GALA: Generative Aligned Learning for Adaptive Multimodal Representation in the Taobao Shangou Recommender System

    Jul 31, 2026Jiping Liu, Zhongmin Zhang, Zisen Sang +7Multimodal LearningGeneralizable Ranking Purpose

  59. MMFGU: Multimodal Federated Graph Unlearning

    Jul 30, 2026Haodong Lu, Zekai Chen, Weiwei Ji +5Federated Graph LearningMultimodal Learning

  60. One Anchor for All: Unified Multilingual and Multimodal Safety Alignment for LVLMs

    Jul 30, 2026Enyi Shi, Fei Shen, Chuancheng Shi +4Multilingual SafetySafety Alignment