针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

Stochastic Automatic Differentiation library for PyTorch.

[MICCAI'23] Official implementation of "RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection".

DDistill-SR: Reparameterized Dynamic Distillation Network for Lightweight Image Super-Resolution (TMM 2023)

Spectral Tensor Train Parameterization of Deep Learning Layers

Official code for Differentiable Rendering with Reparameterized Volume Sampling (AISTATS 2024)

T-Basis: a Compact Representation for Neural Networks

Python library for the differentiable hypergeometric distribution

Code for paper: Weight-Inherited Distillation for Task-Agnostic BERT Compression

[BMVC 2022] Wide Feature Projection with Fast and Memory-Economic Attention for Efficient Image Super-Resolution

This repository contains scripts to reparamterize the YOLOv7 model and it's variants. This can help in deployment and further usage.

Differentiable reparameterization of matrices with orthogonal columns.

An unofficial implementation of sigma reparam [Zhai et al. 2023]