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Boris Flach

Czech Technical University in Prague
Dresden University of Technology

44

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571

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VAE Approximation Error: ELBO and Conditional Independence.

2021 arXiv: Learning
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Coupling cell detection and tracking by temporal feedback

2020 MVA | Machine Vision Applications
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Path Sample-Analytic Gradient Estimators for Stochastic Binary Networks

2020 NeurIPS | Neural Information Processing Systems
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Path Sample-Analytic Gradient Estimators for Stochastic Binary Networks.

2020 arXiv: Machine Learning
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Feed-forward Propagation in Probabilistic Neural Networks with Categorical and Max Layers

2019 ICLR | International Conference on Learning Representations
- Alexander Shekhovtsov
- Boris Flach
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Normalization of Neural Networks using Analytic Variance Propagation.

2018 arXiv: Learning
- Alexander Shekhovtsov
- Boris Flach
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Feed-forward Uncertainty Propagation in Belief and Neural Networks.

2018 arXiv: Machine Learning
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Finding a Given Number of Solutions to a System of Fuzzy Constraints

2018 Cybernetics and Systems Analysis
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Stochastic Normalizations as Bayesian Learning.

2018 arXiv: Learning
- Alexander Shekhovtsov
- Boris Flach
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Generative learning for deep networks.

2017 arXiv: Learning
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