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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 67 13

  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 38 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 23 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 17 4

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