Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
Collection of recent methods on (deep) neural network compression and ac...
A simple and effective LLM pruning approach.
This repository contains a Pytorch implementation of the paper "The Lott...
[TPAMI 2022, NeurIPS 2020] Code release for "Deep Multimodal Fusion by C...
Code for "Co-Evolutionary Compression for Unpaired Image Translation" (I...
[ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'
Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)
Code for "EigenDamage: Structured Pruning in the Kronecker-Factored Eige...
SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY
[TPAMI 2024] This is the official repository for our paper: ''Pruning Se...
CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compre...
Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)
Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assum...
Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)