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Topic: "robust-deep-learning"

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: Python - Size: 4.16 MB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 3

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: Python - Size: 279 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

iurada/neutron-segmentation

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

Language: Python - Size: 1.44 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Related Topics

deep-learning 3 segmentation 2 ai 1 anomaly-detection 1 classification 1 deep-neural-networks 1 machine-learning 1 novelty-detection 1 ood-detection 1 open-set 1 open-set-recognition 1 out-of-distribution 1 out-of-distribution-detection 1 pytorch 1 robust-machine-learning 1 trustworthy-ai 1 trustworthy-machine-learning 1 uncertainty-calibration 1 uncertainty-estimation 1 uncertainty-neural-networks 1 cardiac 1 cardiac-image-segmentation 1 cardiac-segmentation 1 cochlear-implant 1 ct 1 echocardiography 1 inner-ear 1 inner-ear-segmentation 1 medical-image-analysis 1 medical-image-processing 1 medical-image-segmentation 1 mri 1 prostate-segmentation 1 robust 1 robust-image-segmentation 1 artificial-intelligence 1 semantic-segmentation 1