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@HSG-AIML

Artificial Intelligence & Machine Learning (AI:ML Lab) @ HSG

Deep Learning Research by AIML Team @ HSG

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  1. SSLTransformerRS SSLTransformerRS Public

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

    Python 70 14

  2. NeurIPS_2021-Weight_Space_Learning NeurIPS_2021-Weight_Space_Learning Public

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

    Python 14 2

  3. IndustrialSmokePlumeDetection IndustrialSmokePlumeDetection Public

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

    Python 39 4

  4. RemoteSensingNO2Estimation RemoteSensingNO2Estimation Public

    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.

    Python 19 7

  5. RemoteSensingCO2Estimation RemoteSensingCO2Estimation Public

    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"

    Python 24 5

  6. Global-NO2-Estimation Global-NO2-Estimation Public

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

    Jupyter Notebook 18 4

Repositories

Showing 10 of 21 repositories
  • GDA Public

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

    HSG-AIML/GDA’s past year of commit activity
    Python 4 0 0 0 Updated Jun 14, 2024
  • HSG-AIML.github.io Public

    HSG-AIML research website

    HSG-AIML/HSG-AIML.github.io’s past year of commit activity
    HTML 1 0 0 0 Updated Jun 12, 2024
  • ben-ge Public

    Official repository of the ben-ge Earth Observation dataset

    HSG-AIML/ben-ge’s past year of commit activity
    17 GPL-3.0 0 1 0 Updated Dec 22, 2023
  • MaskedSST Public

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

    HSG-AIML/MaskedSST’s past year of commit activity
    Python 31 6 1 0 Updated Oct 16, 2023
  • IGARSS2023_EfficientDeepLearningEO Public

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

    HSG-AIML/IGARSS2023_EfficientDeepLearningEO’s past year of commit activity
    Jupyter Notebook 23 BSD-3-Clause 5 0 0 Updated Jul 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 EarthVision 2023

    HSG-AIML/sparse-vit-wsss’s past year of commit activity
    Python 4 2 0 0 Updated Jun 13, 2023
  • SSLTransformerRS Public

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

    HSG-AIML/SSLTransformerRS’s past year of commit activity
    Python 70 14 2 0 Updated Jan 23, 2023
  • HSG-AIML/NeurIPS_2022-Generative_Hyper_Representations’s past year of commit activity
    Python 14 MIT 1 0 0 Updated Jan 12, 2023
  • Global-NO2-Estimation Public

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

    HSG-AIML/Global-NO2-Estimation’s past year of commit activity
    Jupyter Notebook 18 4 2 0 Updated Aug 11, 2022
  • Continual-Text-to-Speech Public

    Continual Text-to-Speech (TTS)

    HSG-AIML/Continual-Text-to-Speech’s past year of commit activity
    Python 1 0 0 0 Updated Mar 31, 2022

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