HSG-AIML/TokenMasking-WSSS

Code Repository for the ICCV 2025 paper: "Know Your Attention Maps: Class-specific Token Masking for Weakly Supervised Semantic Segmentation".

Size: 1.95 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

HSG-AIML/SSLTransformerRS

Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 - Best Student Paper Award

Language: Python - Size: 5.97 MB - Last synced at: about 22 hours ago - Pushed at: over 2 years ago - Stars: 88 - Forks: 15

HSG-AIML/MultiZoo-SANE

SANE backbone trained on multiple model zoos.

Language: Python - Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

HSG-AIML/ICLR_WSL_2025-Structure_is_not_enough

Code Repository for the paper: "Structure Is Not Enough: Leveraging Behavior for Neural Network Weight Reconstruction" at the ICLR 2025 Workshop on Neural Network Weights as a New Data Modality (WSL Workshop).

Language: Jupyter Notebook - Size: 9.36 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

HSG-AIML/IndustrialSmokePlumeDetection

Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Machine Learning workshop at NeurIPS 2020.

Language: Python - Size: 142 MB - Last synced at: 4 days ago - Pushed at: about 4 years ago - Stars: 41 - Forks: 8

HSG-AIML/RemoteSensingCO2Estimation

Code Repository for: "Multitask Learning for Estimating Power Plant Greenhouse Gas Emissions from Satellite Imagery" from NeurIPS 2021 Workshop on "Tackling Climate Change with Machine Learning"

Language: Python - Size: 1010 KB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 29 - Forks: 8

HSG-AIML/sparse-vit-wsss

Code repository for Hanna, J., Mommert, M., & Borth, D. (2023). Sparse Multimodal Vision Transformer for Weakly Supervised Semantic Segmentation, In CVPRW EarthVision 2023

Language: Python - Size: 26.4 KB - Last synced at: 8 months ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 2

HSG-AIML/SANE

Code Repository for the ICML 2024 paper: "Towards Scalable and Versatile Weight Space Learning".

Language: Python - Size: 1.09 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 11 - Forks: 2

HSG-AIML/GDA

Code repository for the CVPR 2024 paper "Parameter Efficient Self-supervised Geospatial Domain Adaptation".

Language: Python - Size: 7.06 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 18 - Forks: 1

HSG-AIML/NeurIPS_2022-Generative_Hyper_Representations

Code Repository for the NeurIPS 2022 paper: "Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights".

Language: Python - Size: 735 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 1

HSG-AIML/NeurIPS_2021-Weight_Space_Learning

Code Repository for the NeurIPS 2021 paper: "Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction".

Language: Python - Size: 336 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 2

HSG-AIML/MaskedSST

Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification, In CVPRW EarthVision 2023

Language: Python - Size: 22.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 31 - Forks: 6

HSG-AIML/HSG-AIML.github.io

HSG-AIML research website

Language: HTML - Size: 67.3 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

HSG-AIML/Global-NO2-Estimation

Code repository for "Toward Global Estimation of Ground-Level NO2 Pollution With Deep Learning and Remote Sensing", IEEE TGSRS, 2022

Language: Jupyter Notebook - Size: 86 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 4

HSG-AIML/IGARSS2023_EfficientDeepLearningEO

Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"

Language: Jupyter Notebook - Size: 28.6 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 22 - Forks: 4

HSG-AIML/Continual-Text-to-Speech

Continual Text-to-Speech (TTS)

Language: Python - Size: 51.8 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

HSG-AIML/RemoteSensingNO2Estimation

Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space, presented at Tackling Climate Change with Machine Learning workshop at ICML 2021.

Language: Python - Size: 173 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 5

HSG-AIML/ben-ge

Official repository of the ben-ge Earth Observation dataset

Size: 22.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 0

HSG-AIML/LabGSERM

Lab Materials for the lecture GSERM'21 course "Deep Learning: Fundamentals and Applications".

Language: Jupyter Notebook - Size: 47 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

HSG-AIML/LabAIML

Lab Materials for the lecture "Introduction to Artificial Intelligence and Machine Learning".

Language: Jupyter Notebook - Size: 19.6 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 4

HSG-AIML/LabML

Lab Materials of the 6,126,1.00 BBWL lecture "Machine Learning".

Language: Jupyter Notebook - Size: 36.5 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

HSG-AIML/LabAI-Coding

Resources for HSG Course EMBA 58/59 - W8/3: Coding für Führungskräfte

Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

HSG-AIML/NO2-dataset

Size: 93.8 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

HSG-AIML/SelfSupervised

Language: Python - Size: 742 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

HSG-AIML/courseAIML Fork of GitiHubi/courseAIML

A series of interactive labs we prepared for the Introduction into Artificial Intelligence and Machine Learning course. The content of the series is based on Python, IPython Notebook, and PyTorch.

Size: 17 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0