"low-rank compression" Papers

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Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks

Steffen Schotthöfer, Lexie Yang, Stefan Schnake

NEURIPS 2025oralarXiv:2505.08022
6
citations

FlashBias: Fast Computation of Attention with Bias

Haixu Wu, Minghao Guo, Yuezhou Ma et al.

NEURIPS 2025arXiv:2505.12044
1
citations

SALS: Sparse Attention in Latent Space for KV Cache Compression

Junlin Mu, Hantao Huang, Jihang Zhang et al.

NEURIPS 2025arXiv:2510.24273

Error Feedback Can Accurately Compress Preconditioners

Ionut-Vlad Modoranu, Aleksei Kalinov, Eldar Kurtic et al.

ICML 2024arXiv:2306.06098
6
citations

Maestro: Uncovering Low-Rank Structures via Trainable Decomposition

Samuel Horváth, Stefanos Laskaridis, Shashank Rajput et al.

ICML 2024