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model-compression x

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8 search results found

Torch Pruning ⭐ 2,035

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

Efficient Deep Learning ⭐ 885

Collection of recent methods on (deep) neural network compression and acceleration.

Pruning ⭐ 193

Code for "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019), "SCOP: Scientific Control for Reliable Neural Network Pruning" (NeurIPS 2020) and “Manifold Regularized Dynamic Network Pruning” (CVPR 2021).

(CVPR 2021, Oral) Dynamic Slimmable Network

Diff Pruning ⭐ 102

[NeurIPS 2023] Structural Pruning for Diffusion Models

[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.

[ICLR'23] Trainability Preserving Neural Pruning (PyTorch)

Why The State Of Pruning So Confusing ⭐ 20

[Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning

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1-8 of 8 search results

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