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1. SSL-MedSeg SSL-MedSeg Public

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

   Python 43 5

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 12 2

3. SSL-Whitening SSL-Whitening Public

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

   Jupyter Notebook 2

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 7 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 27 9

6. BME-SmartLab/CardiacMappingSeg BME-SmartLab/CardiacMappingSeg Public

   Source code for our paper "Automated T1 and T2 mapping segmentation on cardiovascular magnetic resonance imaging using deep learning"

   Python