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Monitoring Shortcut Learning using Mutual Information


Jun 27, 2022
Mohammed Adnan, Yani Ioannou, Chuan-Yung Tsai, Angus Galloway, H. R. Tizhoosh, Graham W. Taylor

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* Accepted at ICML 2022 Workshop on Spurious Correlations, Invariance, and Stability 

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DeepRNG: Towards Deep Reinforcement Learning-Assisted Generative Testing of Software


Jan 29, 2022
Chuan-Yung Tsai, Graham W. Taylor

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* Workshop on ML for Systems, 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 

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Domain-Agnostic Clustering with Self-Distillation


Nov 23, 2021
Mohammed Adnan, Yani A. Ioannou, Chuan-Yung Tsai, Graham W. Taylor

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* NeurIPS 2021 Workshop: Self-Supervised Learning - Theory and Practice 

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FusedProp: Towards Efficient Training of Generative Adversarial Networks


Mar 30, 2020
Zachary Polizzi, Chuan-Yung Tsai

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* source code available at https://github.com/zplizzi/fusedprop 

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Tensor Switching Networks


Oct 31, 2016
Chuan-Yung Tsai, Andrew Saxe, David Cox

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Measuring and Understanding Sensory Representations within Deep Networks Using a Numerical Optimization Framework


Feb 17, 2015
Chuan-Yung Tsai, David D. Cox

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