"low-rank decomposition" Papers

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Paper Type

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CASP: Compression of Large Multimodal Models Based on Attention Sparsity

Mohsen Gholami, Mohammad Akbari, Kevin Cannons et al.

CVPR 2025highlightarXiv:2503.05936
4
citations

CLOVER: Cross-Layer Orthogonal Vectors Pruning and Fine-Tuning

Fanxu Meng, Muhan Zhang

ICLR 2025arXiv:2411.17426
3
citations

RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness

Fanhu Zeng, Haiyang Guo, Fei Zhu et al.

NEURIPS 2025spotlightarXiv:2502.17159
9
citations

Entropy Induced Pruning Framework for Convolutional Neural Networks

Yiheng Lu, Ziyu Guan, Yaming Yang et al.

AAAI 2024paperarXiv:2208.06660
6
citations

Provable Interactive Learning with Hindsight Instruction Feedback

Dipendra Misra, Aldo Pacchiano, Robert Schapire

ICML 2024arXiv:2404.09123
1
citations