robust-deep-learning

There are 3 repositories under robust-deep-learning topic.

  • dlmacedo/robust-deep-learning

    A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.

    Language:Python16103

  • iurada/neutron-segmentation

    Official repository of our work "Transient Fault Tolerant Semantic Segmentation for Autonomous Driving" accepted at ECCV UnCV Workshop 2024

    Language:Python6202

  • KibromBerihu/LFBNet

    This repository implements a robust deep learning method (LFBNet) for medical image segmentation using a two systems approach. Learning fast and slow strategy for robust medical image analysis.

    Language:Python3116