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05/22/2020
Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics
De novo therapeutic design is challenged by a vast chemical repertoire a...
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10/31/2019
Sobolev Independence Criterion
We propose the Sobolev Independence Criterion (SIC), an interpretable de...
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02/13/2019
Wasserstein Barycenter Model Ensembling
In this paper we propose to perform model ensembling in a multiclass or ...
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10/17/2018
PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences
Given the emerging global threat of antimicrobial resistance, new method...
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04/20/2017
Improved Neural Relation Detection for Knowledge Base Question Answering
Relation detection is a core component for many NLP applications includi...
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02/11/2016
Attentive Pooling Networks
In this work, we propose Attentive Pooling (AP), a two-way attention mec...
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11/12/2015