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02/23/2022
Efficient CDF Approximations for Normalizing Flows
Normalizing flows model a complex target distribution in terms of a bije...
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10/18/2019
Point Process Flows
Event sequences can be modeled by temporal point processes (TPPs) to cap...
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08/23/2019
Parity Partition Coding for Sharp Multi-Label Classification
The problem of efficiently training and evaluating image classifiers tha...
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07/11/2019
Time2Vec: Learning a Vector Representation of Time
Time is an important feature in many applications involving events that ...
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07/10/2019
Tails of Triangular Flows
Triangular maps are a construct in probability theory that allows the tr...
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07/06/2019
Diachronic Embedding for Temporal Knowledge Graph Completion
Knowledge graphs (KGs) typically contain temporal facts indicating relat...
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06/18/2019
Differentiable probabilistic models of scientific imaging with the Fourier slice theorem
Scientific imaging techniques such as optical and electron microscopy an...
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02/28/2019
On the Effectiveness of Low Frequency Perturbations
Carefully crafted, often imperceptible, adversarial perturbations have b...
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09/23/2015