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Rene Vidal

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Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization

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Mar 10, 2025
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Disentangling Safe and Unsafe Corruptions via Anisotropy and Locality

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Jan 30, 2025
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Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery

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Oct 22, 2024
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Multi-modal Generative Models in Recommendation System

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Sep 17, 2024
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Large Language Model Driven Recommendation

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Aug 20, 2024
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Invertibility of Discrete-Time Linear Systems with Sparse Inputs

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Mar 29, 2024
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Semantic-aware Video Representation for Few-shot Action Recognition

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Nov 10, 2023
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Clustering-based Domain-Incremental Learning

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Sep 21, 2023
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Variational Information Pursuit with Large Language and Multimodal Models for Interpretable Predictions

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Aug 24, 2023
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Learning Globally Smooth Functions on Manifolds

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Oct 01, 2022
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