Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models von Sepehri, Mohammad Shahab, Fabian, Zalan, Soltanolkotabi, Mahdi

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Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models von Fabian, Zalan, Tinaz, Berk, Soltanolkotabi, Mahdi

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DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency von Fabian, Zalan, Tinaz, Berk, Soltanolkotabi, Mahdi

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MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models von Sepehri, Mohammad Shahab, Fabian, Zalan, Soltanolkotabi, Maryam, Soltanolkotabi, Mahdi

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A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks von Babakniya, Sara, Fabian, Zalan, He, Chaoyang, Soltanolkotabi, Mahdi, Avestimehr, Salman

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HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction von Fabian, Zalan, Tinaz, Berk, Soltanolkotabi, Mahdi

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mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization von Niu, Yue, Fabian, Zalan, Lee, Sunwoo, Soltanolkotabi, Mahdi, Avestimehr, Salman

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Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory von Babakniya, Sara, Fabian, Zalan, He, Chaoyang, Soltanolkotabi, Mahdi, Avestimehr, Salman

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Data augmentation for deep learning based accelerated MRI reconstruction with limited data von Fabian, Zalan, Heckel, Reinhard, Soltanolkotabi, Mahdi

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DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency von Zalan Fabian, Berk Tinaz, Soltanolkotabi, Mahdi

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Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models von Zalan Fabian, Berk Tinaz, Soltanolkotabi, Mahdi

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Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models von Sepehri, Mohammad Shahab, Zalan Fabian, Soltanolkotabi, Mahdi

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HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction von Zalan Fabian, Berk Tinaz, Soltanolkotabi, Mahdi

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MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models von Sepehri, Mohammad Shahab, Zalan Fabian, Soltanolkotabi, Maryam, Soltanolkotabi, Mahdi

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Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images von Fabian, Zalan, Miao, Zhongqi, Li, Chunyuan, Zhang, Yuanhan, Liu, Ziwei, Hernández, Andrés, Montes-Rojas, Andrés, Escucha, Rafael, Siabatto, Laura, Link, Andrés, Arbeláez, Pablo, Dodhia, Rahul, Ferres, Juan Lavista

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3D Phase Retrieval at Nano-Scale via Accelerated Wirtinger Flow von Fabian, Zalan, Haldar, Justin, Leahy, Richard, Soltanolkotabi, Mahdi

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A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks von Babakniya, Sara, Zalan Fabian, He, Chaoyang, Soltanolkotabi, Mahdi, Avestimehr, Salman

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mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization von Niu, Yue, Zalan Fabian, Sunwoo, Lee, Soltanolkotabi, Mahdi, Avestimehr, Salman

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Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory von Babakniya, Sara, Zalan Fabian, He, Chaoyang, Soltanolkotabi, Mahdi, Avestimehr, Salman

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Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian von Oymak, Samet, Fabian, Zalan, Li, Mingchen, Soltanolkotabi, Mahdi

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