Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

Implementation of Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation (ECCV 2020).

Main about M3SDA/CDAN/DANN

This code was finished before source code hasn't been released.

Code release for "Transferable Normalization: Towards Improving Transferability of Deep Neural Networks" (NeurIPS 2019)

Domain agnostic learning with disentangled representations

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

Pytorch implementation of DAC-Net ("Zhongying Deng, Kaiyang Zhou, Yongxin Yang, Tao Xiang. Domain Attention Consistency for Multi-Source Domain Adaptation. BMVC 2021")

Record my work in transfer learning during my postgraduate period.

The Pytorch implementation of Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation

Open source dataset; multimodal fusion；remote sensing；optical images; SAR images；deep learning

Here is the research experience and code of the MG group

Datasets for deep learning with satellite & aerial imagery

Cloud Segmentation for Remote Sensing

Remote Sensing Sar-Optical Land-use Classfication Pytorch Pytorch高分辨率遥感语义分割/地物分割/地物分类

[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

Vision Mamba Distillation for Low-resolution Fine-grained Image Classification

S2CrossMamba: Spatial–Spectral Cross-Mamba for Multimodal Remote Sensing Image Classification

[ECCV2024] MambaIR and MambaIRv2!

Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Techniques for deep learning with satellite & aerial imagery

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image …

PyTorch实现高分遥感语义分割（地物分类）

STAR NDSI collection: A cloud-free MODIS NDSI dataset (2001–2020) for China, 2022

Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR Images, 2024

Spatiotemporal Enhancement and Interlevel Fusion Network for Remote Sensing Images Change Detection, 2024

A High-Resolution Dataset of Spatiotemporal Fusion for Remote Sensing Images, 2024

Enhanced wavelet based spatiotemporal fusion networks using cross-paired remote sensing images, 2024