CVPR 2024 论文和开源项目合集

基于机器学习的遥感图像识别算法 (kNN/SVM/CNN/LSTM)

Official implementation of the paper "Function-Consistent Feature Distillation" (ICLR 2023)

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

Resnet50，简单进行分类，按照要求更改可快速使用

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

OpenMMLab Pre-training Toolbox and Benchmark

SKAL for remote sensing scene image classification

Techniques for deep learning with satellite & aerial imagery

This is the official code for "Attention-Based Dynamic Alignment and Dynamic Distribution Adaptation for Remote Sensing Cross-Domain Scene Classification“

CVPR 2023, Class Attention Transfer Based Knowledge Distillation

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content…

Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geos…

SENet ResNeXt and Resnet for High-resolution Remote Sensing Scene Clasisification

For the remote sensing scene classification task in complex background, we proposed a lightweight convolutional neural network with bilinear feature extraction structure. The idea of branch feature…

A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirica…

Remote Sensing Natural Scene Classification on five open source datasets at different resolutions containing diverse class. Comparison with six architectures decided based on the foundational build…

List of datasets, papers, and codes related to multimodal/multisource/multisensor remote sensing classification

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

Awesome Remote Sensing Toolkit based on PaddlePaddle.

深度学习图像分类的入门教程

Deep Residual Learning for Image Recognition

Pytorch implementation of various Knowledge Distillation (KD) methods.