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adjscc

adaptive/attention deep joint source channel coding

awesome-transformer-attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

biformer

[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"

cnn-visualization

CNN可视化、理解CNN

comm-benchmarks

This project includes the source coding and channe coding

compressai

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

deep-jscc-pytorch

A implement of Deep JSCC for wireless image transmission by PyTorch

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

djscc-pytorch

Tribute To The Classics

dwdm-csrgff

This repo is the implementation of the Cascade superpixel regularized Gabor Feature Fusion For hyperspectral image classification as a part of the Data Warehousing and Data Mining course mini project

dynamic_jscc

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

gcnn-pytorch

hyperspectral-images-classification

The official released demo of Tang Xu's group about the hyperspectral images classification

hyperspectral_deeplearning_review

Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"

hyperspectral_image_analysis_simplified

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

hyperspectralanalysisintroduction

Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook

mobilenet-v2_cifar10

a pytorch implement of mobileNet v2 on cifar10

model_free_e2e_communication

Implementation of the paper "Model Free Training of End-to-End Communication Systems"

predictive-and-adaptive-deep-coding-for-wireless-image-transmission-in-semantic-communication

Pytorch code for IEEE TWC paper "Predictive and Adaptive Deep Coding for Wireless Image Transmission in Semantic Communication"

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

semantic-communications-with-a-vision-transformer

sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

spectral-reconstruction

task-oriented-semantic-communications

Journal on Communications

torchstat

Model analyzer in PyTorch

witt