Foundation Model

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Period ending 2026-09-21

9 new papers

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Period ending 2026-09-14

8 new papers

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Period ending 2026-09-07

18 new papers

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364 papers

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  1. A foundation model of vision, audition, and language for in-silico neuroscience

    May 5, 2026Stéphane d'Ascoli, Jérémy Rapin, Yohann Benchetrit +5Neurophysiological CorrelatesHuman Brain Networks

  2. Audio-Visual Intelligence in Large Foundation Models

    May 5, 2026You Qin, Kai Liu, Shengqiong Wu +12Audio-Visual ReasoningMultimodal Foundation Model

  3. Foundation Models to Unlock Real-World Evidence from Nationwide Medical Claims

    May 4, 2026Fan Ma, Yuntian Liu, Xiang Lan +22Electronic Health Record Foundation ModelsNoisy Claim Verification

  4. OphMAE: Bridging Volumetric and Planar Imaging with a Foundation Model for Adaptive Ophthalmological Diagnosis

    May 4, 2026Tienyu Chang, Zhen Chen, Renjie Liang +9OphthalmologyOptical Coherence Tomography

  5. Foundation-Model-Based Agents in Industrial Automation: Purposes, Capabilities, and Open Challenges

    May 4, 2026Vincent Henkel, Felix Gehlhoff, David Kube +13Foundation ModelIndustrial Automation

  6. SpectraDINO: Bridging the Spectral Gap in Vision Foundation Models via Lightweight Adapters

    May 4, 2026Yagiz Nalcakan, Hyeongjin Ju, Incheol Park +3Vision Foundation ModelsHyperspectral Imaging

  7. Fine-Tuning Impairs the Balancedness of Foundation Models in Long-tailed Personalized Federated Learning

    May 4, 2026Shihao Hou, Chikai Shang, Zhiheng Yang +5Federated LearningFinetuning

  8. Adaptive 3D-RoPE: Physics-Aligned Rotary Positional Encoding for Wireless Foundation Models

    May 1, 2026Chenyu Zhang, Xinchen Lyu, Chenshan Ren +4Channel State InformationChannel Modeling

  9. CellxPert: Inference-Time MCMC Steering of a Multi-Omics Single-Cell Foundation Model for In-Silico Perturbation

    Apr 30, 2026Andac Demir, Erik W. Anderson, Jeremy L. Jenkins +1Single-Cell Perturbation PredictionMulti-Omic Framework

  10. Physical Foundation Models: Fixed hardware implementations of large-scale neural networks

    Apr 30, 2026Logan G Wright, Tianyu Wang, Tatsuhiro Onodera +1Wireless Foundation ModelsFoundation Model

  11. Can Tabular Foundation Models Guide Exploration in Robot Policy Learning?

    Apr 30, 2026Buqing Ou, Frederike DümbgenRobot PoliciesTabular Foundation Models

  12. FMCL: Class-Aware Client Clustering with Foundation Model Representations for Heterogeneous Federated Learning

    Apr 30, 2026Mahad Ali, Laura J. BrattainHeterogeneous Federated LearningFederated Learning

  13. Better Models, Faster Training: Sigmoid Attention for single-cell Foundation Models

    Apr 29, 2026Vijay Sadashivaiah, Georgios Dasoulas, Judith Mueller +1Softmax AttentionWireless Foundation Models

  14. GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents

    Apr 29, 2026GLM-V Team, :, Wenyi Hong +95Multimodal AgentsFoundation Model

  15. Cross-Domain Transfer of Hyperspectral Foundation Models

    Apr 29, 2026Nick Theisen, Peer NeubertHyperspectral ImagingCross-Sensor Generalization

  16. Validation of Whole-Slide Foundation Models for Image Retrieval in TCGA Data

    Apr 28, 2026Tianhao Lei, Parsa Esmaeilkhani, Saghir Alfasly +5Whole-Slide ImagesComputational Pathology

  17. EXACT: an explainable anomaly-aware vision foundation model for analysis of 3D chest CT

    Apr 27, 2026Xuguang Bai, Mingxuan Liu, Tongxi Song +6Computed Tomography DatasetMedical Vision-Language Models

  18. A Limit Theory of Foundation Models: A Mathematical Approach to Understanding Emergent Intelligence and Scaling Laws

    Apr 27, 2026Jun Shu, Junxiong Jia, Deyu Meng +1EmergenceFoundation Model

  19. WISE-FM:Operation-Aware, Engineering-Informed Foundation Model for Multi-Task Well Design

    Apr 26, 2026Carine de Menezes Rebello, Anderson Rapello dos Santos, Idelfonso B. R. NogueiraDrilling DataFluid Dynamics

  20. OceanPile: A Large-Scale Multimodal Ocean Corpus for Foundation Models

    Apr 25, 2026Yida Xue, Ningyu Zhang, Tingwei Wu +5Multimodal DatasetMulti-Modal Large Language Models

  21. SpikingBrain2.0: Brain-Inspired Foundation Models for Efficient Long-Context and Cross-Platform Inference

    Apr 24, 2026Yuqi Pan, Jinghao Zhuang, Yupeng Feng +16Dynamic Sparse AttentionEfficient Long-Context Inference

  22. Are Natural-Domain Foundation Models Effective for Accelerated Cardiac MRI Reconstruction?

    Apr 24, 2026Anam Hashmi, Mayug Maniparambil, Julia Dietlmeier +2Cardiac Magnetic Resonance ImagingWireless Foundation Models

  23. FETS Benchmark: Foundation Models Outperform Dataset-specific Machine Learning in Energy Time Series Forecasting

    Apr 24, 2026Marco Obermeier, Marco Pruckner, Florian Haselbeck +1Electricity Price ForecastingTime Series Foundation Models

  24. Low-Rank Adaptation Redux for Large Models

    Apr 23, 2026Bingcong Li, Yilang Zhang, Georgios B. GiannakisLow-Rank AdaptationLarge Models

  25. JoyAI-RA 0.1: A Foundation Model for Robotic Autonomy

    Apr 22, 2026Tianle Zhang, Zhihao Yuan, Dafeng Chi +59Generalizable Robotic ManipulationsCross-Embodiment Transfer

  26. scpFormer: A Foundation Model for Unified Representation and Integration of the Single-Cell Proteomics

    Apr 21, 2026Qifeng Zhou, Lei Yu, Yuzhi Guo +5Single-Cell Rna SequencingMixformer

  27. XEmbodied: A Foundation Model with Enhanced Geometric and Physical Cues for Large-Scale Embodied Environments

    Apr 20, 2026Kangan Qian, ChuChu Xie, Yang Zhong +13EmbodiedLarge Vision Language Models

  28. Co-Located Tests, Better AI Code: How Test Syntax Structure Affects Foundation Model Code Generation

    Apr 20, 2026Éric JacopinCode GenerationFoundation Model

  29. Towards a Foundation-Model Paradigm for Aerodynamic Prediction in Three-dimensional Design

    Apr 20, 2026Yunjia Yang, Babak Gholami, Caglar Gurbuz +2AerodynamicsAccurate Surrogate Models

  30. DifFoundMAD: Foundation Models meet Differential Morphing Attack Detection

    Apr 20, 2026Lazaro J. Gonzalez-Soler, André Dörsch, Christian Rathgeb +1Facial RecognitionDetection Framework

  31. Sharpening Lightweight Models for Generalized Polyp Segmentation: A Boundary Guided Distillation from Foundation Models

    Apr 20, 2026Shivanshu Agnihotri, Snehashis Majhi, Deepak Ranjan NayakPolyp SegmentationBoundary-Aware

  32. A Rapid Deployment Pipeline for Autonomous Humanoid Grasping Based on Foundation Models

    Apr 19, 2026Yifei Yan, Yankai Liao, Linqi YeGrasp GenerationHumanoid

  33. When Earth Foundation Models Meet Diffusion: An Application to Land Surface Temperature Super-Resolution

    Apr 18, 2026Yiheng Chen, Zihui Ma, Peishi Jiang +6Remote SensingHyperspectral Imaging

  34. A Systematic Survey and Benchmark of Deep Learning for Molecular Property Prediction in the Foundation Model Era

    Apr 17, 2026Zongru Li, Xingsheng Chen, Honggang Wen +8Molecular Property PredictionComputational Chemistry

  35. DLink: Distilling Layer-wise and Dominant Knowledge from EEG Foundation Models

    Apr 16, 2026Jingyuan Wang, Zhihao Jia, Chenyu Liu +7Electroencephalography Foundation ModelsKnowledge Distillation

  36. Predicting Power-System Dynamic Trajectories with Foundation Models

    Apr 16, 2026Haoran Li, Lihao Mai, Chenhan Xiao +2Power SystemsTrajectory Prediction

  37. Robustness of Vision Foundation Models to Common Perturbations

    Apr 16, 2026Hongbin Liu, Zhengyuan Jiang, Cheng Hong +1Vision Foundation ModelsFoundation Model

  38. Foundation Models in Robotics: A Comprehensive Review of Methods, Models, Datasets, Challenges and Future Research Directions

    Apr 16, 2026Aggelos Psiris, Vasileios Argyriou, Evangelos K. Markakis +4Foundation ModelRobotics

  39. Assessing the Performance-Efficiency Trade-off of Foundation Models in Probabilistic Electricity Price Forecasting

    Apr 16, 2026Jan Niklas Lettner, Hadeer El Ashhab, Veit Hagenmeyer +1Electricity Price ForecastingTime Series Foundation Models

  40. Brain-DiT: A Universal Multi-state fMRI Foundation Model with Metadata-Conditioned Pretraining

    Apr 14, 2026Junfeng Xia, Wenhao Ye, Xuanye Pan +3BrainModel Pretraining

  41. Fisheye3R: Adapting Unified 3D Feed-Forward Foundation Models to Fisheye Lenses

    Mar 30, 2026Ruxiao Duan, Erin Hong, Dongxu Zhao +33D Foundation ModelsVision Foundation Models

  42. Towards Interpretable Foundation Models for Retinal Fundus Images

    Mar 19, 2026Samuel Ofosu Mensah, Camila Roa, Kerol Djoumessi +1Fundus ImagesRetinal Imaging

  43. FMMC: Harnessing the Power of Foundation Models for Accurate Material Classification

    Mar 18, 2026Qingran Lin, Fengwei Yang, Chaolun ZhuVision Foundation ModelsVision-Language

  44. StackingNet: Collective Inference Across Independent AI Foundation Models

    Feb 14, 2026Siyang Li, Chenhao Liu, Dongrui Wu +2Wireless Foundation ModelsArtificial Intelligence Models

  45. PluRel: Synthetic Data unlocks Scaling Laws for Relational Foundation Models

    Feb 3, 2026Vignesh Kothapalli, Rishabh Ranjan, Valter Hudovernik +4Relational Deep LearningSynthetic Data

  46. SpaRRTa: A Synthetic Benchmark for Evaluating Spatial Intelligence in Visual Foundation Models

    Jan 16, 2026Turhan Can Kargin, Wojciech Jasiński, Adam Pardyl +2Embodied Spatial IntelligenceGlobal Spatial Information

  47. Attentive multilayer fusion for vision transformers

    Jan 14, 2026Laure Ciernik, Marco Morik, Lukas Thede +4Self-Supervised Vision TransformersVision Transformer

  48. Utilizing Earth Foundation Models to Enhance the Simulation Performance of Hydrological Models with AlphaEarth Embeddings

    Jan 4, 2026Pengfei Qu, Wenyu Ouyang, Chi Zhang +6Fundamental Hydrological PrinciplesGeospatial Foundation Models

  49. TotalFM: An Organ-Separated 3D-CT Foundation Model Leveraging Large-Scale Routine Clinical Radiology Data

    Jan 1, 2026Kohei Yamamoto, Tomohiro KikuchiComputed Tomography DatasetMedical Vision-Language Models

  50. Multi-View Foundation Models

    Dec 17, 2025Leo Segre, Or Hirschorn, Shai Avidan3D Foundation ModelsMulti-View

  51. REMSA: Foundation Model Selection for Remote Sensing via a Constraint-Aware Agent

    Nov 21, 2025Binger Chen, Tacettin Emre Bök, Behnood Rasti +2Remote SensingFoundation Model

  52. Walrus: A Cross-Domain Foundation Model for Continuum Dynamics

    Nov 19, 2025Michael McCabe, Payel Mukhopadhyay, Tanya Marwah +22Wireless Foundation ModelsFoundation Model

  53. Φeat: Physically Grounded Material Feature Representation

    Nov 14, 2025Giuseppe Vecchio, Adrien Kaiser, Claudia Cuttano +4Vision Foundation ModelsExplicit Visual Grounding

  54. Evaluating Fundus-Specific Foundation Models for Diabetic Macular Edema Detection

    Oct 8, 2025Franco Javier Arellano, José Ignacio OrlandoInterpretable Diabetic Retinopathy GradingFundus Images

  55. CHRONOBERG: Capturing Language Evolution and Temporal Awareness in Foundation Models

    Sep 26, 2025Niharika Hegde, Subarnaduti Paul, Lars Joel-Frey +4EnglishDense Temporal Annotation

  56. Low-rank Orthogonalization for Large-scale Matrix Optimization with Applications to Foundation Model Training

    Sep 15, 2025Chuan He, Zhanwang Deng, Zhaosong LuLow-Rank FactorizationOrthogonality

  57. Turning Tabular Foundation Models into Graph Foundation Models

    Aug 28, 2025Dmitry Eremeev, Gleb Bazhenov, Oleg Platonov +2Graph Foundation ModelTabular Foundation Models

  58. EndoUFM: Utilizing Foundation Models for Monocular depth estimation of endoscopic images

    Aug 25, 2025Xinning Yao, Bo Liu, Bojian Li +3Monocular Depth EstimationDepth Estimation

  59. VGGSounder: Audio-Visual Evaluations for Foundation Models

    Aug 11, 2025Daniil Zverev, Thaddäus Wiedemer, Ameya Prabhu +3Multimodal Foundation ModelVision Foundation Models

  60. FISHER: A Foundation Model for Multi-Modal Industrial Signal Comprehensive Representation

    Jul 22, 2025Pingyi Fan, Anbai Jiang, Shuwei Zhang +9Fisher InformationEncoders