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Mahdi Soltanolkotabi

Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning

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Aug 29, 2024
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Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models

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Mar 26, 2024
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A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks

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Nov 21, 2023
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Gradient Descent Provably Solves Nonlinear Tomographic Reconstruction

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Oct 06, 2023
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Learning A Disentangling Representation For PU Learning

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Oct 05, 2023
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Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models

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Sep 12, 2023
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mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization

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Jul 25, 2023
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Learning Provably Robust Estimators for Inverse Problems via Jittering

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Jul 24, 2023
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Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory

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Jul 17, 2023
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Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks

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Jul 17, 2023
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