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SSLTransformerRS
Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 - Best Student Paper AwardIndustrialSmokePlumeDetection
Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Machine Learning workshop at NeurIPS 2020.MaskedSST
Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification, In CVPRW EarthVision 2023RemoteSensingCO2Estimation
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"IGARSS2023_EfficientDeepLearningEO
Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"GDA
Code repository for "Parameter Efficient Self-supervised Geospatial Domain Adaptation", CVPR 2024Global-NO2-Estimation
Code repository for "Toward Global Estimation of Ground-Level NO2 Pollution With Deep Learning and Remote Sensing", IEEE TGSRS, 2022RemoteSensingNO2Estimation
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.ben-ge
Official repository of the ben-ge Earth Observation datasetNeurIPS_2021-Weight_Space_Learning
Code Repository for the NeurIPS 2021 paper: "Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction".NeurIPS_2022-Generative_Hyper_Representations
Code Repository for the NeurIPS 2022 paper: "Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights".LabAIML
Lab Materials for the lecture "Introduction to Artificial Intelligence and Machine Learning".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 2023SANE
Code Repository for the ICML 2024 paper: "Towards Scalable and Versatile Weight Space Learning".PaperDiscussionClub
AI:ML Paper Discussion ClubLabMLDL
Lab Materials for the lecture "Introduction to Machine Learning and Deep Learning".SelfSupervised
LabML
Lab Materials of the 6,126,1.00 BBWL lecture "Machine Learning".Continual-Text-to-Speech
Continual Text-to-Speech (TTS)HSG-AIML.github.io
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