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    • Provable Emergence of Deep Neural Collapse and Low-Rank Bias in $L^2$-Regularized Nonlinear Networks
    • dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation
    • GeoLoRA: Geometric integration for parameter-efficient fine-tuning
    • Geometry-aware training of factorized layers in tensor Tucker format
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    • HIJACK: Learning-based Strategies for Sound Classification Robustness to Adversarial Noise
    • Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
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Last updated on Sep 24, 2025

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