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10/21/2019
Multi-Resolution Weak Supervision for Sequential Data
Since manually labeling training data is slow and expensive, recent indu...
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04/25/2019
Scene Graph Prediction with Limited Labels
Visual knowledge bases such as Visual Genome power numerous applications...
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03/14/2019
Learning Dependency Structures for Weak Supervision Models
Labeling training data is a key bottleneck in the modern machine learnin...
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05/10/2018
Training Classifiers with Natural Language Explanations
Training accurate classifiers requires many labels, but each label provi...
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09/07/2017
Inferring Generative Model Structure with Static Analysis
Obtaining enough labeled data to robustly train complex discriminative m...
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10/25/2016