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Research Engineer at natif.ai | PhD in NLP from Saarland University and DFKI | Information Extraction, Machine Learning, Text Mining, Knowledge Graphs
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natif.ai
- Saarbrücken, Germany
- in/saadullahamin
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Normalizing Flows (Papers)
Codes accompanying "normalizing flows" papers.
9 repositories
Pytorch Implemetation for our NAACL2019 Paper "Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling" https://arxiv.org/abs/1904.02399
Generative Flow based Sequence-to-Sequence Toolkit written in Python.
Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"
Manifold-learning flows (ℳ-flows)
GraphNVP: An Invertible Flow Model for Generating Molecular Graphs
Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)


