"sparsity optimization" Papers

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A is for Absorption: Studying Feature Splitting and Absorption in Sparse Autoencoders

David Chanin, James Wilken-Smith, Tomáš Dulka et al.

NEURIPS 2025oralarXiv:2409.14507

DLP: Dynamic Layerwise Pruning in Large Language Models

Yuli Chen, Bo Cheng, Jiale Han et al.

ICML 2025arXiv:2505.23807

FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion

Akide Liu, Zeyu Zhang, Zhexin Li et al.

NEURIPS 2025spotlightarXiv:2506.04648

GaussianSpa: An “Optimizing-Sparsifying” Simplification Framework for Compact and High-Quality 3D Gaussian Splatting

Yangming Zhang, Wenqi Jia, Wei Niu et al.

CVPR 2025arXiv:2411.06019

Probabilistic Neural Pruning via Sparsity Evolutionary Fokker-Planck-Kolmogorov Equation

Zhanfeng Mo, Haosen Shi, Sinno Jialin Pan