GitHub / MrtnMndt 3 Repositories
Professor at Uni Bremen. Head of the Open World Lifelong Machine Learning group (OWL-ML)
MrtnMndt/meta-learning-CODEBRIM
Open-source code for our CVPR19 paper "Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset".
Language: Python - Size: 16.1 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 74 - Forks: 17
MrtnMndt/Deep_Openset_Recognition_through_Uncertainty
PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers? https://arxiv.org/abs/1908.09625
Language: Python - Size: 768 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 90 - Forks: 19
MrtnMndt/OpenVAE_ContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
Language: Python - Size: 1.85 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 12
MrtnMndt/CLAI_unconf Fork of ContinualAI/CLAI_unconf
Template website for ContinualAI Unconference
Size: 3.86 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
MrtnMndt/DP-NAS Fork of ccc-frankfurt/DP-NAS
Implementation of our CVPR-W CLVision paper "Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference"
Size: 1.36 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
MrtnMndt/Rethinking_CNN_Layerwise_Feature_Amounts
PyTorch implementation of our paper "Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures"
Language: Python - Size: 31.3 KB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 3