research
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04/13/2022
Fast Few-shot Debugging for NLU Test Suites
We study few-shot debugging of transformer based natural language unders...
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12/31/2021
SplitBrain: Hybrid Data and Model Parallel Deep Learning
The recent success of deep learning applications has coincided with thos...
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01/28/2021
Improving Neural Network Robustness through Neighborhood Preserving Layers
Robustness against adversarial attack in neural networks is an important...
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11/19/2018
