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06/27/2022
Monitoring Shortcut Learning using Mutual Information
The failure of deep neural networks to generalize to out-of-distribution...
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01/29/2022
DeepRNG: Towards Deep Reinforcement Learning-Assisted Generative Testing of Software
Although machine learning (ML) has been successful in automating various...
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11/23/2021
Domain-Agnostic Clustering with Self-Distillation
Recent advancements in self-supervised learning have reduced the gap bet...
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10/31/2016
Tensor Switching Networks
We present a novel neural network algorithm, the Tensor Switching (TS) n...
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02/17/2015