MrtnMndt/OpenVAE_ContinualLearning

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Python
License
MIT License
Created over 5 years ago
Updated over 2 years ago

MrtnMndt/OpenVAE_ContinualLearning

MrtnMndt

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Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition

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

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".

Rethinking_CNN_Layerwise_Feature_Amounts

PyTorch implementation of our paper "Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures"