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Search results for network pruning
network-pruning
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23 search results found
Torch Pruning
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2,035
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
Rethinking Network Pruning
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997
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
Efficient Deep Learning
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902
Collection of recent methods on (deep) neural network compression and acceleration.
Wanda
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363
A simple and effective LLM pruning approach.
Cen
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229
[TPAMI 2022, NeurIPS 2020] Code release for "Deep Multimodal Fusion by Channel Exchanging"
Lottery Ticket Hypothesis In Pytorch
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209
This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.
Pruning
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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).
Sparse Winograd Cnn
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187
Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)
Ds Net
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161
(CVPR 2021, Oral) Dynamic Slimmable Network
Atomnas
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148
Code for ICLR 2020 paper 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'
Eigendamage Pytorch
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105
Code for "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis" https://arxiv.org/abs/1905.05934
Diff Pruning
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102
[NeurIPS 2023] Structural Pruning for Diffusion Models
Spvit
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89
[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.
Snip Public
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51
SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY
Kesi
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25
Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)
Cae Admm
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25
CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders
Lookahead_pruning
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24
Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)
Model_compression_for_yolov3 V4
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22
In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,
Tpp
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21
[ICLR'23] Trainability Preserving Neural Pruning (PyTorch)
Compress Net Notes
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20
Why The State Of Pruning So Confusing
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20
[Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning
Autoslim_tf2
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5
Implementation of Autoslim using Tensorflow2
Coring
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5
💍 Efficient tensor-based filter pruning
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Resnet Network Pruning (4)
Efficient Inference Network Pruning (3)
Dataset Network Pruning (3)
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1-23 of 23 search results
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