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Using Robust Regression to Find Font Usage Trends


Jul 05, 2021
Kaigen Tsuji, Seiichi Uchida, Brian Kenji Iwana

* 16 pages with 10 figures. Accepted at ICDAR 2021 Workshop on Machine Learning(ICDAR-WML2021) 

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Towards Book Cover Design via Layout Graphs


May 24, 2021
Wensheng Zhang, Yan Zheng, Taiga Miyazono, Seiichi Uchida, Brian Kenji Iwana


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Font Style that Fits an Image -- Font Generation Based on Image Context


May 19, 2021
Taiga Miyazono, Brian Kenji Iwana, Daichi Haraguchi, Seiichi Uchida

* Accepted to ICDAR 2021 

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Attention to Warp: Deep Metric Learning for Multivariate Time Series


Mar 28, 2021
Shinnosuke Matsuo, Xiaomeng Wu, Gantugs Atarsaikhan, Akisato Kimura, Kunio Kashino, Brian Kenji Iwana, Seiichi Uchida

* submitted ICDAR 2021 

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Self-Augmented Multi-Modal Feature Embedding


Mar 08, 2021
Shinnosuke Matsuo, Seiichi Uchida, Brian Kenji Iwana

* Accepted at ICASSP2021 

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What is the Reward for Handwriting? -- Handwriting Generation by Imitation Learning


Sep 23, 2020
Keisuke Kanda, Brian Kenji Iwana, Seiichi Uchida

* Accepted at ICFHR2020 

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An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks


Jul 31, 2020
Brian Kenji Iwana, Seiichi Uchida

* Submitted to IEEE Transactions. IEEE copyright applies 

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Negative Pseudo Labeling using Class Proportion for Semantic Segmentation in Pathology


Jul 16, 2020
Hiroki Tokunaga, Brian Kenji Iwana, Yuki Teramoto, Akihiko Yoshizawa, Ryoma Bise

* 17 pages, 7 figures, Accepted in ECCV 2020 

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On the Ability of a CNN to Realize Image-to-Image Language Conversion


Jun 22, 2020
Kohei Baba, Seiichi Uchida, Brian Kenji Iwana

* Published at ICDAR 2019 

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Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher


Apr 19, 2020
Brian Kenji Iwana, Seiichi Uchida

* Submitted to ICPR 2020 

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Effect of Text Color on Word Embeddings


Apr 18, 2020
Masaya Ikoma, Brian Kenji Iwana, Seiichi Uchida

* to appear at the 14th International Workshop on Document Analysis Systems (DAS) 2020 

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Character-independent font identification


Jan 24, 2020
Daichi Haraguchi, Shota Harada, Brian Kenji Iwana, Yuto Shinahara, Seiichi Uchida

* submitted DAS 2020 

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Neural Style Difference Transfer and Its Application to Font Generation


Jan 21, 2020
Gantugs Atarsaikhan, Brian Kenji Iwana, Seiichi Uchida

* Submitted to DAS2020 

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Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation


Aug 06, 2019
Brian Kenji Iwana, Ryohei Kuroki, Seiichi Uchida


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Modality Conversion of Handwritten Patterns by Cross Variational Autoencoders


Jun 14, 2019
Taichi Sumi, Brian Kenji Iwana, Hideaki Hayashi, Seiichi Uchida

* to appear at the International Conference on Document Analysis and Recognition (ICDAR) 2019 

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ProbAct: A Probabilistic Activation Function for Deep Neural Networks


May 26, 2019
Joonho Lee, Kumar Shridhar, Hideaki Hayashi, Brian Kenji Iwana, Seokjun Kang, Seiichi Uchida


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Dynamic Weight Alignment for Temporal Convolutional Neural Networks


Sep 06, 2018
Brian Kenji Iwana, Seiichi Uchida

* 8 pages, 4 figures 

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How do Convolutional Neural Networks Learn Design?


Aug 25, 2018
Shailza Jolly, Brian Kenji Iwana, Ryohei Kuroki, Seiichi Uchida

* Accepted by ICPR 2018 

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Constrained Neural Style Transfer for Decorated Logo Generation


Jul 14, 2018
Gantugs Atarsaikhan, Brian Kenji Iwana, Seiichi Uchida

* Accepted by DAS2018 

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Judging a Book By its Cover


Oct 13, 2017
Brian Kenji Iwana, Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel, Seiichi Uchida

* 6 pages, 9 figures 

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Globally Optimal Object Tracking with Fully Convolutional Networks


Dec 25, 2016
Jinho Lee, Brian Kenji Iwana, Shouta Ide, Seiichi Uchida

* 6pages, 8figures 

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