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@HSG-AIML

Artificial Intelligence & Machine Learning (AIML Lab) @ HSG

Deep Learning Research by AIML Lab @ HSG

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  1. SANE SANE Public

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

    Python 5

  2. GDA GDA Public

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

    Python 17

  3. NeurIPS_2021-Weight_Space_Learning 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".

    Python 15 2

  4. NeurIPS_2022-Generative_Hyper_Representations NeurIPS_2022-Generative_Hyper_Representations Public

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

    Python 14 1

  5. SSLTransformerRS SSLTransformerRS Public

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

    Python 74 14

  6. MaskedSST MaskedSST Public

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

    Python 31 6

Repositories

Showing 10 of 15 repositories
  • SANE Public

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

    HSG-AIML/SANE’s past year of commit activity
    Python 5 0 1 0 Updated Jul 11, 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".

    HSG-AIML/NeurIPS_2021-Weight_Space_Learning’s past year of commit activity
    Python 15 2 1 0 Updated Jul 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".

    HSG-AIML/NeurIPS_2022-Generative_Hyper_Representations’s past year of commit activity
    Python 14 MIT 1 0 0 Updated Jul 10, 2024
  • 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 Jul 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

    HSG-AIML/Global-NO2-Estimation’s past year of commit activity
    Jupyter Notebook 18 4 2 0 Updated Jul 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 Climate Change with Machine Learning"

    HSG-AIML/RemoteSensingCO2Estimation’s past year of commit activity
    Python 25 5 1 0 Updated Jul 10, 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 26, 2024
  • 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 17 0 0 0 Updated Jun 14, 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
  • 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 26 BSD-3-Clause 6 0 0 Updated Jul 16, 2023

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