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TU Darmstadt, Hessian.AI
- Frankfurt Germany
- martin-mundt.com
- @mundt_martin
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OpenVAE_ContinualLearning
OpenVAE_ContinualLearning PublicOpen-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
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Deep_Openset_Recognition_through_Uncertainty
Deep_Openset_Recognition_through_Uncertainty PublicPyTorch 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
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meta-learning-CODEBRIM
meta-learning-CODEBRIM PublicOpen-source code for our CVPR19 paper "Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset".
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PyMLVizard/PyMLViz
PyMLVizard/PyMLViz PublicInteractive machine learning algorithm visualisation using Python Jupyter notebooks
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ml-research/CLEVA-Compass
ml-research/CLEVA-Compass PublicTemplate & code for the Continual Learning EValuation Assessment (CLEVA) Compass
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ccc-frankfurt/DP-NAS
ccc-frankfurt/DP-NAS PublicImplementation of our CVPR-W CLVision paper "Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference"
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