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Informative Class Activation Maps


Jun 19, 2021
Zhenyue Qin, Dongwoo Kim, Tom Gedeon

* arXiv admin note: substantial text overlap with arXiv:1911.10688 

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Neural Network Classifier as Mutual Information Evaluator


Jun 19, 2021
Zhenyue Qin, Dongwoo Kim, Tom Gedeon

* arXiv admin note: substantial text overlap with arXiv:1911.10688 

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Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions


May 24, 2021
Zhenyue Qin, Saeed Anwar, Dongwoo Kim, Yang Liu, Pan Ji, Tom Gedeon


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Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network


May 11, 2021
Yang Liu, Saeed Anwar, Zhenyue Qin, Pan Ji, Sabrina Caldwell, Tom Gedeon


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Leveraging Third-Order Features in Skeleton-Based Action Recognition


May 05, 2021
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Bob McKay, Saeed Anwar, Tom Gedeon


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Invertible Denoising Network: A Light Solution for Real Noise Removal


Apr 21, 2021
Yang Liu, Zhenyue Qin, Saeed Anwar, Pan Ji, Dongwoo Kim, Sabrina Caldwell, Tom Gedeon


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Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable


Sep 29, 2020
Yang Liu, Zhenyue Qin, Saeed Anwar, Sabrina Caldwell, Tom Gedeon

* ICONIP 2020 

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Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator


Jan 13, 2020
Zhenyue Qin, Dongwoo Kim


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Softmax Is Not an Artificial Trick: An Information-Theoretic View of Softmax in Neural Networks


Oct 15, 2019
Zhenyue Qin, Dongwoo Kim

* Withdrawn due to Zhenyue Qin uploading the manuscript without consent of the other authors 

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Visual Saliency Maps Can Apply to Facial Expression Recognition


Nov 12, 2018
Zhenyue Qin, Jie Wu


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Why don't the modules dominate - Investigating the Structure of a Well-Known Modularity-Inducing Problem Domain


Aug 16, 2018
Zhenyue Qin, Robert McKay, Tom Gedeon


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