Text Modality

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4 papers in the last 28 days · 0.1% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Multimodal LearningModality GapMultiple Modalities

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Period ending 2026-09-14

3 new papers

A weekly snapshot of new work published in Text Modality.

91 papers

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

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

  2. 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

  3. 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

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

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

  5. 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

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

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

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

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

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

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

  9. 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  18. 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

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

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

  20. TIER-MoE: Trust-Informed Expert Routing via Conditional Modality Risk for Multimodal Fusion in Biomedical Classification

    Jul 29, 2026Yu Chang, Anzhe Cheng, Chenwei Wu +7Multi-Modal FusionText Modality

  21. Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs

    Jul 29, 2026Vahidin Hasic, Chao Wang, Luis C. Garcia-Peraza-Herrera +2Text Modality

  22. Spatio-Temporal Conditional Denoising Transformer for Modality-Missing RGBT Tracking

    Jul 27, 2026Andong Lu, Ziyi Zha, Jiandong Jin +4Spatio-Temporal TransformersMissing Modalities

  23. Test-Time Training for Modality Order Consistency in Vision-Language Models

    Jul 22, 2026Aditi Gupta, Yossi GandelsmanText ModalityTest-Time Adaptation

  24. DRGBT-1K: A Large-scale High-quality Benchmark for Dynamic RGBT Tracking

    Jul 22, 2026Zhaodong Ding, Chenglong Li, Zeyu Ding +2RgbtMulti-Object Tracking

  25. Transferable Low-Rank Convolutional Bases for Onboarding Unseen Medical Imaging Modalities

    Jul 18, 2026Ranat Das Prangon, Istiaque Ahmed, Shajid Hasan Naim +2Medical ImagingResnet-18

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

    Jul 18, 2026Sana Tonekaboni, Viktoria Schuster, Caroline UhlerMultimodal LearningText Modality

  27. Learning Speaker Identity Beyond Language and Modality Constraints: Insights from the POLY-SIM 2026 Challenge

    Jul 15, 2026Marta Moscati, Muhammad Saad Saeed, Marina Zanoni +9Speaker IdentityText Modality

  28. Generalize LMMs to Versatile Visual Modalities via Fabricated Modality Synthesis

    Jul 11, 2026Shihao Yuan, Yuanze Li, Ruyi Zhang +2Large Multimodal ModelsText Modality

  29. TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning

    Jul 9, 2026Fangxu Yu, Tao Feng, Dehai Min +3Time SeriesInference-Time

  30. UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery

    Jul 9, 2026Haibin Tian, Huichao Xie, Xuelin Qian +3Unmanned Aerial Vehicle ImageryMultimodal Benchmarks

  31. Vision Foundation Models in Radiology: A Scoping Review of Data, Methodology, Evaluation and Clinical Translation

    Jul 8, 2026Alejandro Vergara-Richart, Xavier Rafael-Palou, Almudena Fuster-Matanzo +3Radiology Report GenerationVision Foundation Models

  32. Time Imprint: Learning Time-Aware Representations in Multi-Modal Knowledge Graphs

    Jul 8, 2026Pengyu Zhang, Klim Zaporojets, Congfeng Cao +2Knowledge Graph EmbeddingsTemporal Learnability

  33. Beyond Modality Fusion: Deep Ensembles for Multimodal Classification

    Jul 6, 2026Ilya Burenko, Dmitry VetrovMulti-Modal FusionText Modality

  34. Modality Relevance is not Modality Utility: Post-hoc Selective Modality Escalation for Cost-Aware Multimodal RAG

    Jul 3, 2026Xue Li, Yiming GaiMultimodal Retrieval Augmented GenerationText Modality

  35. Better Understanding, Understanding Better

    Jun 30, 2026Yu WeiMulti-Agent ReasoningText Modality

  36. Analytic Cut in Epistemic Logics with Distributed Knowledge

    Jun 30, 2026Ryo Murai, Sizhuo Liu, Katsuhiko SanoLogicText Modality

  37. Spatial Reasoning via Modality Switching Between Language and Symbolic Representations

    Jun 30, 2026Shreya Rajpal, Tanawan Premsri, Parisa KordjamshidiMultimodal ReasoningSpatial Reasoning

  38. How Modular Is a Frontier Mixture-of-Experts? A Pre-registered Causal Test in Which Apparent Expert Modularity Mostly Dissolves

    Jun 23, 2026Tony Salomone, Deep Gandhi, Ali AsariaModern Mixture-Of-ExpertsAblation

  39. Changing Modalities: Adapting Remote Sensing Models to New Satellites and Sensors

    Jun 22, 2026Tim G. Zhou, Anthony Fuller, Geoff Pleiss +1Remote SensingMultimodal Deep Learning

  40. Interleaved Speech Language Models Latently Work In Text

    Jun 21, 2026Talia Sternberg, Gallil Maimon, Yossi AdiSpeech Language ModelsLarge Language Model Post-Training

  41. BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language

    Jun 20, 2026Qizhi Pei, Zhimeng Zhou, Yi Duan +9Multimodal Foundation ModelBiological Networks

  42. Pareto LoRA: Mitigating Modality Imbalance in Unified Multimodal Models via Pareto-Optimal Gradient Integration

    Jun 15, 2026Xiwen Wei, Mark Nutter, Madhusudhanan Srinivasan +1Multimodal Instruction TuningText Modality

  43. Modality Forcing for Scalable Spatial Generation

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

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

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

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

    Jun 9, 2026Ilay Kamai, Hugues Van Assel, Aviv Regev +2Multimodal LearningText Modality

  46. M^3Exam: Benchmarking Multimodal Memory for Realistic User-Agent Interactions

    Jun 5, 2026Zhengjun Huang, Wenxuan Liu, Zhoujin Tian +6Multimodal MemoryText Modality

  47. GRAMformer: Any-Order Modality Interactions via Volumetric Multimodal Cross-Attention

    Jun 4, 2026Giordano Cicchetti, Eleonora Grassucci, Danilo ComminielloCross-Modal AttentionMultimodal Transformers

  48. RePercENT: Scaling Disentangled Representation Learning Beyond Two Modalities

    Jun 3, 2026Vasiliki Rizou, Pascal Frossard, Dorina ThanouMultimodal LearningDisentanglement

  49. scTranslation: A Comprehensive Benchmark for Single-Cell Multi-Omics Modality Translation

    Jun 2, 2026Jiabei Cheng, Jingbo Zhou, Jun Xia +4Comprehensive BenchmarksTranslation

  50. Before Fusion, Ask What to Keep: Contextual Calibration of Multimodal Signals

    Jun 1, 2026Jiyuan Liu, Liangwei Nathan Zheng, Wei Emma Zhang +2Multi-Modal FusionText Modality

  51. Towards Understanding Modality Interaction in Multimodal Language Models via Partial Information Decomposition

    May 31, 2026Wanlong Fang, Tianle Zhang, Wen Tao +1Text ModalityLarge Multimodal Models

  52. Wavelet-Fusion Diffusion Model for Multimodal Brain MRI Synthesis with Modality and Metadata Conditioning

    May 30, 2026Muhammad Nabi Yasinzai, Remika Mito, Mangor PedersenMedical Image GenerationMagnetic Resonance Imaging

  53. Can BEV Perception Gracefully Degrade under Sensor Failures?

    May 29, 2026Haifa Zhang, Yijing Wang, Haoyu Wang +2Multi-Sensor FusionBird'S-Eye View

  54. AMix-2: Establishing Protein as a Native Modality in Large Language Models

    May 29, 2026Keyue Qiu, Yixin Wu, Lihao Wang +19ProteinProtein Language Model

  55. Tackling Multimodal Learning Challenges with Mixture-of-Expert: A Survey

    May 22, 2026Liangwei Nathan Zheng, Wei Emma Zhang, Olaf Maennel +2Multimodal LearningText Modality

  56. Leveraging Self-Paced Curriculum Learning for Enhanced Modality Balance in Multimodal Conversational Emotion Recognition

    May 20, 2026Phuong-Anh Nguyen, The-Son Le, Duc-Trong Le +1Multimodal Emotion RecognitionMultimodal Learning

  57. Multimodal LLMs under Pairwise Modalities

    May 20, 2026Yan Li, Yunlong Deng, Yuewen Sun +3Large Multimodal ModelsText Modality

  58. MetaEarth-MM: Unified Multimodal Remote Sensing Image Generation with Scene-centered Joint Modeling

    May 19, 2026Zhiping Yu, Chenyang Liu, Jinqi Cao +4Remote SensingCloud-Aware Earth Observation Sequences

  59. Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models

    May 19, 2026Yi Zhong, Haotong Qin, Xindong Zhang +2Low-Bit QuantizationQuantization

  60. TIGER-FG: Text-Guided Implicit Fine-Grained Grounding for E-commerce Retrieval

    May 18, 2026Xinyu Sun, Huangyu Dai, Lingtao Mao +5Multimodal RetrievalMultimodal Benchmarks