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06/20/2020
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"
Visual reasoning tasks such as visual question answering (VQA) require a...
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06/10/2019
Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach
Classical Machine Learning (ML) pipelines often comprise of multiple ML ...
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05/14/2019
Machine Learning at Microsoft with ML .NET
Machine Learning is transitioning from an art and science into a technol...
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03/05/2019
PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers
There have been recent efforts for incorporating Graph Neural Network mo...
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12/16/2018
Coded Elastic Computing
Cloud providers have recently introduced low-priority machines to reduce...
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09/26/2013
The Bregman Variational Dual-Tree Framework
Graph-based methods provide a powerful tool set for many non-parametric ...
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10/16/2012