Sebastian Hafner's repositories
DDA_UrbanExtraction
Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data
SiameseSSL
Urban change detection with a Dual-Task Siamese network and semi-supervised learning
ContUrbanCD
Continuous urban change detection
DDA_PopulationMapping
Deep learning-based population mapping from Earth observation data in Sub-Saharan Africa
SemiSupervisedMultiModalCD
Semi-supervsed urban change detection with multi-modal Sentinel-1 SAR and Sentinel-2 MSI data.
PopulationGrowthMapping_Kigali
Population Growth Mapping in Kigali using bi-temporal Sentinel-2 data and a Siamese network trained with weak supervision at the census level
building_damage
This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple implementation of our strong baseline.
ChangeFormer
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
ConvLSTM-PyTorch
ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST
greedy_multimodal_learning
Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks
pytorch-cifar
95.47% on CIFAR10 with PyTorch
SebastianHafner
Config files for my GitHub profile.
SebastianHafner.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
SemiCD
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images
TSSCD
Temporal semantic segmentation change detection