model-compression topic

A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance of the two networks

EmilianoGagliardiEmanueleGhelfi

[IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation

zju-vipa

[ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.

htqin

This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023

Zj-BinXia

[ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"

MingSun-Tse

[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.

sdc17

[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization

SqueezeAILab

[CVPR 2024] DeepCache: Accelerating Diffusion Models for Free

horseee

[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.

Xiuyu-Li

SlimSAM: 0.1% Data Makes Segment Anything Slim

czg1225