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
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Updated
Apr 19, 2023 - Python
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
[MICCAI'23] Official implementation of "RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection".
Stochastic Automatic Differentiation library for PyTorch.
Spectral Tensor Train Parameterization of Deep Learning Layers
T-Basis: a Compact Representation for Neural Networks
[BMVC 2022] Wide Feature Projection with Fast and Memory-Economic Attention for Efficient Image Super-Resolution
Code for paper: Weight-Inherited Distillation for Task-Agnostic BERT Compression
Differentiable reparameterization of matrices with orthogonal columns.
Python library for the differentiable hypergeometric distribution
This repository contains scripts to reparamterize the YOLOv7 model and it's variants. This can help in deployment and further usage.
An unofficial implementation of sigma reparam [Zhai et al. 2023]
DDistill-SR: Reparameterized Dynamic Distillation Network for Lightweight Image Super-Resolution (TMM 2023)
Official code for Differentiable Rendering with Reparameterized Volume Sampling (AISTATS 2024)
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