damianborth

Pinned Repositories

• 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 Notebook22225

• IGARSS2023_EfficientDeepLearningEO

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

  Language:Jupyter Notebook26407

• 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:Python40516

• MaskedSST

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

  Language:Python36347

• 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:Python17412

• NeurIPS_2022-Generative_Hyper_Representations

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

  Language:Python15511

• 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:Python30718

• SANE

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

  Language:Python15533

• SSLTransformerRS

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

  Language:Python8171014

• ModelZooDataset

  Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Models"

  Language:Python54431

damianborth's Repositories