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Scaling Single Human Demonstrations for Imitation Learning using Generative Foundational Models

• Authors : Heppert, Nick; Nguyen, Minh Quang; Valada, Abhinav

Subjects: Robotics

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Explainable Multimodal Foundational Models for Retinal Disease Stratification: A Robustness Study Across 15+ Heterogeneous Datasets

• Authors : Osa-Sanchez, Ainhoa; El-Baz, Ayman; Oleagordia-Ruiz, Ibon ...

• Source: IEEE Access ; volume 14, page 31567-31579 ; ISSN 2169-3536

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An Efficient Edge-Cloud Collaboration System with Foundational Models for Open-Set IoT Applications

• Authors : Yang, Bufang; Lu, Wenrui; He, Lixing

• Source: IEEE Transactions on Mobile Computing ; page 1-17 ; ISSN 1536-1233 1558-0660 2161-9875

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Assessing Geo-Foundational Models for Flood Inundation Mapping: Benchmarking Models for Sentinel-1, Sentinel-2, and Planetscope

• Authors : Kaushik, Saurabh; Maurya, Lalit; Tellman, Beth ...

• Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ; volume 19, page 5649-5665 ; ISSN 1939-1404 2151-1535

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Foundational Models and Federated Learning: Survey, Taxonomy, Challenges and Practical Insights

• Authors : Hatfaludi, Cosmin-Andrei; Serban, Alex

Subjects: Machine Learning

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From General to Specialized: The Need for Foundational Models in Agriculture

• Authors : Nedungadi, Vishal; Xiong, Xingguo; Potze, Aike

Subjects: Computer Vision and Pattern Recognition; Image and Video Processing

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Ethical framework for responsible foundational models in medical imaging

• Authors : Jha, Debesh; Durak, Gorkem; Das, Abhijit ...

• Source: Frontiers in Medicine ; volume 12 ; ISSN 2296-858X

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UNICON: UNIfied CONtinual Learning for Medical Foundational Models

• Authors : Qazi, Mohammad Areeb; Nwadike, Munachiso S; Almakky, Ibrahim

Subjects: Image and Video Processing; Computer Vision and Pattern Recognition

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Assessing the value of Geo-Foundational Models for Flood Inundation Mapping: Benchmarking models for Sentinel-1, Sentinel-2, and Planetscope for end-users

• Authors : Kaushik, Saurabh; Maurya, Lalit; Tellman, Elizabeth

Subjects: Computer Vision and Pattern Recognition

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LESS: Large Language Model Enhanced Semi-Supervised Learning for Speech Foundational Models Using in-the-wild Data

• Authors : Ding, Wen; Qian, Fan

Subjects: Computation and Language; Sound; Audio and Speech Processing

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