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  1. SSL-MedSeg SSL-MedSeg Public

    Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"

    Python 42 4

  2. CNN-JEPA CNN-JEPA Public

    Official implementation of our paper "CNN-JEPA: Self-Supervised Pretraining Convolutional Neural Networks Using Joint Embedding Predictive Architecture"

    Jupyter Notebook 4

  3. SSL-Whitening SSL-Whitening Public

    Official implementation of our paper "Whitening Consistently Improves Self-Supervised Learning"

    Jupyter Notebook

  4. A3C-CarRacingGym A3C-CarRacingGym Public

    A3C (Asynchronous Advantage Actor-Critic) deep reinforcement learning algoritm applied to the CarRacing-v0 gym running in a docker container

    Python 6 1

  5. Duckietown-RL Duckietown-RL Public

    Source code for our paper "Sim-to-real reinforcement learning applied to end-to-end vehicle control"

    Python 24 8

  6. reinforceflow reinforceflow Public

    Implementing basic RL algorithms using Tensorflow 2.x

    Jupyter Notebook 1