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21 repositories

weightCLIP
Public
This is the official implementation of WeightCLIP: Aligning Datasets and Models for Weight Space Learning (ICML 2026).
Python
•
MIT License
•0•2•1•0•Updated Jul 8, 2026Jul 8, 2026
GeoSANE
Public
Code Repository for the CVPR 2026 paper: "Learning Geospatial Representations from Models, not Data".
remote-sensing earth-observation foundation-models
remote-sensing earth-observation foundation-models weight-space-learning
Python
•1•13•1•0•Updated May 28, 2026May 28, 2026
MultiZoo-SANE
Public
SANE backbone trained on multiple model zoos.
weight-space-learning
weight-space-learning
Python
•
MIT License
•0•0•0•0•Updated Mar 4, 2026Mar 4, 2026
TokenMasking-WSSS
Public
Code Repository for the ICCV 2025 paper: "Know Your Attention Maps: Class-specific Token Masking for Weakly Supervised Semantic Segmentation".
Python
•0•0•3•0•Updated Nov 15, 2025Nov 15, 2025
MAPEX
Public
Code Repository for the paper: "MAPEX: Modality-Aware Pruning of Experts for Remote Sensing Foundation Models".
0•7•2•0•Updated Jul 16, 2025Jul 16, 2025
ICLR_WSL_2025-Structure_is_not_enough
Public
Code Repository for the paper: "Structure Is Not Enough: Leveraging Behavior for Neural Network Weight Reconstruction" at the ICLR 2025 Workshop on Neural Netw…
Jupyter Notebook
•
MIT License
•1•0•0•0•Updated Apr 11, 2025Apr 11, 2025
SANE
Public
Code Repository for the ICML 2024 paper: "Towards Scalable and Versatile Weight Space Learning".
machine-learning deep-learning model-zoo
machine-learning deep-learning model-zoo neural-networks representation-learning weight-space-learning
Python
•7•33•1•0•Updated Sep 9, 2024Sep 9, 2024
GDA
Public
Code repository for "Parameter Efficient Self-supervised Geospatial Domain Adaptation", CVPR 2024
machine-learning deep-learning remote-sensing
machine-learning deep-learning remote-sensing earth-observation foundation-models
Python
•2•38•0•0•Updated Jul 29, 2024Jul 29, 2024
NeurIPS_2021-Weight_Space_Learning
Public
Code Repository for the NeurIPS 2021 paper: "Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction".
machine-learning deep-learning representation-learning
machine-learning deep-learning representation-learning self-supervised-learning
Python
•3•22•1•0•Updated Jul 10, 2024Jul 10, 2024
NeurIPS_2022-Generative_Hyper_Representations
Public
Code Repository for the NeurIPS 2022 paper: "Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights".
machine-learning deep-learning generative-model
machine-learning deep-learning generative-model representation-learning weight-space-learning
Python
•
MIT License
•1•18•0•0•Updated Jul 10, 2024Jul 10, 2024
MaskedSST
Public
Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification, In CVPRW EarthVision 2…
machine-learning deep-learning remote-sensing
machine-learning deep-learning remote-sensing hyperspectral-image-classification earth-observation
Python
•10•38•0•0•Updated Jul 10, 2024Jul 10, 2024
Global-NO2-Estimation
Public
Code repository for "Toward Global Estimation of Ground-Level NO2 Pollution With Deep Learning and Remote Sensing", IEEE TGSRS, 2022
machine-learning deep-learning remote-sensing
machine-learning deep-learning remote-sensing satellite-imagery earth-observation no2 sentinel-2 sentinel-5p
Jupyter Notebook
•6•29•2•0•Updated Jul 10, 2024Jul 10, 2024
RemoteSensingCO2Estimation
Public
Code Repository for: "Multitask Learning for Estimating Power Plant Greenhouse Gas Emissions from Satellite Imagery" from NeurIPS 2021 Workshop on "Tackling Cli…
machine-learning deep-learning remote-sensing
machine-learning deep-learning remote-sensing earth-observation co2-emissions power-plant
Python
•10•34•1•0•Updated Jul 10, 2024Jul 10, 2024
HSG-AIML.github.io
Public
HSG-AIML research website
machine-learning deep-learning remote-sensing
machine-learning deep-learning remote-sensing representation-learning earth-observation
HTML
•0•1•0•0•Updated Jun 26, 2024Jun 26, 2024
ben-ge
Public
Official repository of the ben-ge Earth Observation dataset
machine-learning deep-learning remote-sensing
machine-learning deep-learning remote-sensing earth-observation
GNU General Public License v3.0
•0•21•1•0•Updated Dec 22, 2023Dec 22, 2023
IGARSS2023_EfficientDeepLearningEO
Public
Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"
machine-learning deep-learning remote-sensing
machine-learning deep-learning remote-sensing multi-modal earth-observation multi-task-learning self-supervised-learning
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•8•27•0•0•Updated Jul 16, 2023Jul 16, 2023
sparse-vit-wsss
Public
Code repository for Hanna, J., Mommert, M., & Borth, D. (2023). Sparse Multimodal Vision Transformer for Weakly Supervised Semantic Segmentation, In CVPRW Earth…
machine-learning deep-learning remote-sensing
machine-learning deep-learning remote-sensing semantic-segmentation earth-observation weakly-supervised-learning
Python
•1•7•0•0•Updated Jun 13, 2023Jun 13, 2023
SSLTransformerRS
Public
Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 - Best Student Paper Aw…
deep-learning remote-sensing semantic-segmentation
deep-learning remote-sensing semantic-segmentation earth-observation self-supervised-learning
Python
•16•93•3•0•Updated Jan 23, 2023Jan 23, 2023
RemoteSensingNO2Estimation
Public
Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space, presented at Tackling Climate Change with Machine Learning …
machine-learning deep-learning remote-sensing
machine-learning deep-learning remote-sensing earth-observation no2 sentinel-2 sentinel-5p
Python
•8•26•2•0•Updated Dec 3, 2021Dec 3, 2021
IndustrialSmokePlumeDetection
Public
Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Machine Learning workshop…
machine-learning deep-learning remote-sensing
machine-learning deep-learning remote-sensing greenhouse-gas-emissions earth-observation pollution-prediction
Python
•
GNU General Public License v3.0
•9•44•1•0•Updated Apr 20, 2021Apr 20, 2021
NO2-dataset
Public
1•0•0•0•Updated Jan 25, 2021Jan 25, 2021

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Artificial Intelligence & Machine Learning (AIML Lab) @ HSG

All

All

21 repositories

weightCLIP

GeoSANE

MultiZoo-SANE

TokenMasking-WSSS

MAPEX

ICLR_WSL_2025-Structure_is_not_enough

SANE

GDA

NeurIPS_2021-Weight_Space_Learning

NeurIPS_2022-Generative_Hyper_Representations

MaskedSST

Global-NO2-Estimation

RemoteSensingCO2Estimation

HSG-AIML.github.io

ben-ge

IGARSS2023_EfficientDeepLearningEO

sparse-vit-wsss

SSLTransformerRS

RemoteSensingNO2Estimation

IndustrialSmokePlumeDetection

NO2-dataset

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All

Repositories list

21 repositories