There are some papers about image compression

A PyTorch library and evaluation platform for end-to-end compression research

Open source code in the field of semantic communication.

Codes for "Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control", ICASSP 2022

Pytorch Lightning code guideline for conferences

A resource for learning about Machine learning & Deep Learning

Joint Source Channel Coding of Images With Feedback

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

This is a pytorch implementation of digital semantic communication.

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit a…

Deep learning-based task-oriented and unified multi-task semantic communications

The official implementation of HINER: Neural Representation for Hyperspectral Image (MM'24)

Wavelet Convolutions for Large Receptive Fields. ECCV 2024.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Official code release of our paper "FViT: A Focal Vision Transformer with Gabor Filter"

[ICLR 2022] "Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice" by Peihao Wang, Wenqing Zheng, Tianlong Chen, Zhangyang Wang

A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision