Agustinus Kristiadi

Source code for Kristiadi and Pranowo, 2017's "Deep Convolutional Level Set Method for Image Segmentation"

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Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"

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Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

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All the hipster things in Neural Net in a single repo

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Last-layer Laplace approximation code examples

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Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

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Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)

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Collection of probabilistic models and inference algorithms

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wiseodd's blog

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Implementation of: Kristiadi, Agustinus, and Asja Fischer. "Predictive Uncertainty Quantification with Compound Density Networks." (2019).

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