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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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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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Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs


Apr 03, 2021
Sean Li, Dongwoo Kim, Qing Wang

* 17 pages, 5 figures,conference 

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Roughly Collected Dataset for Contact Force Sensing Catheter


Feb 03, 2021
Seunghyuk Cho, Minsoo Koo, Dongwoo Kim, Juyong Lee, Yeonwoo Jung, Kibyung Nam, Changmo Hwang

* 7 pages, 6 figures 

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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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word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs


Nov 27, 2019
Yo Joong Choe, Kyubyong Park, 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* Withdrawn due to Zhenyue Qin uploading the manuscript without consent of the other authors 

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Neural Dynamic Programming for Musical Self Similarity


Aug 29, 2018
Christian J. Walder, Dongwoo Kim


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Self-Bounded Prediction Suffix Tree via Approximate String Matching


Aug 07, 2018
Dongwoo Kim, Christian Walder

* Proceedings of the 35th International Conference on Machine Learning 

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Computer Assisted Composition with Recurrent Neural Networks


Sep 29, 2017
Christian Walder, Dongwoo Kim


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Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora


Jun 02, 2017
Jooyeon Kim, Dongwoo Kim, Alice Oh

* Accepted by Transactions of the Association for Computational Linguistics (TACL); to appear 

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Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches


Sep 05, 2016
Dongwoo Kim, Lexing Xie, Cheng Soon Ong

* The 25th ACM International Conference on Information and Knowledge Management (CIKM 2016) 

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Hierarchical learning of grids of microtopics


Jun 08, 2016
Nebojsa Jojic, Alessandro Perina, Dongwoo Kim

* To Appear in Uncertainty in Artificial Intelligence - UAI 2016 

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Hierarchical Dirichlet Scaling Process


Feb 11, 2015
Dongwoo Kim, Alice Oh


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Dirichlet Process with Mixed Random Measures: A Nonparametric Topic Model for Labeled Data


Jun 18, 2012
Dongwoo Kim, Suin Kim, Alice Oh

* ICML2012 

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Variable Selection for Latent Dirichlet Allocation


May 04, 2012
Dongwoo Kim, Yeonseung Chung, Alice Oh


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