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Brian Kenji Iwana
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An empirical survey of data augmentation for time series classification with neural networks
BK Iwana, S Uchida
Plos one 16 (7), e0254841, 2021
982021
Judging a Book by its Cover
BK Iwana, ST Raza Rizvi, S Ahmed, A Dengel, S Uchida
arXiv preprint arXiv:1610.09204, 2016
472016
A further step to perfect accuracy by training CNN with larger data
S Uchida, S Ide, BK Iwana, A Zhu
2016 15th International Conference on Frontiers in Handwriting Recognition …, 2016
372016
Explaining convolutional neural networks using softmax gradient layer-wise relevance propagation
BK Iwana, R Kuroki, S Uchida
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW …, 2019
352019
Mining the displacement of max-pooling for text recognition
Y Zheng, BK Iwana, S Uchida
Pattern Recognition 93, 558-569, 2019
352019
Neural font style transfer
G Atarsaikhan, BK Iwana, A Narusawa, K Yanai, S Uchida
2017 14th IAPR international conference on document analysis and recognition …, 2017
352017
Time series classification using local distance-based features in multi-modal fusion networks
BK Iwana, S Uchida
Pattern Recognition 97, 107024, 2020
332020
Probact: A probabilistic activation function for deep neural networks
K Shridhar, J Lee, H Hayashi, P Mehta, BK Iwana, S Kang, S Uchida, ...
arXiv preprint arXiv:1905.10761, 2019
282019
DTW-NN: A novel neural network for time series recognition using dynamic alignment between inputs and weights
BK Iwana, V Frinken, S Uchida
Knowledge-Based Systems 188, 104971, 2020
272020
Time series data augmentation for neural networks by time warping with a discriminative teacher
BK Iwana, S Uchida
2020 25th International Conference on Pattern Recognition (ICPR), 3558-3565, 2021
262021
Complex image processing with less data—Document image binarization by integrating multiple pre-trained U-Net modules
S Kang, BK Iwana, S Uchida
Pattern Recognition 109, 107577, 2021
212021
Efficient temporal pattern recognition by means of dissimilarity space embedding with discriminative prototypes
BK Iwana, V Frinken, K Riesen, S Uchida
Pattern Recognition 64, 268-276, 2017
202017
Deep dynamic time warping: End-to-end local representation learning for online signature verification
X Wu, A Kimura, BK Iwana, S Uchida, K Kashino
2019 International conference on document analysis and recognition (ICDAR …, 2019
192019
Contained neural style transfer for decorated logo generation
G Atarsaikhan, BK Iwana, S Uchida
2018 13th IAPR International Workshop on Document Analysis Systems (DAS …, 2018
132018
How do convolutional neural networks learn design?
S Jolly, BK Iwana, R Kuroki, S Uchida
2018 24th International Conference on Pattern Recognition (ICPR), 1085-1090, 2018
122018
Few-shot text style transfer via deep feature similarity
A Zhu, X Lu, X Bai, S Uchida, BK Iwana, S Xiong
IEEE Transactions on Image Processing 29, 6932-6946, 2020
102020
Modality conversion of handwritten patterns by cross variational autoencoders
T Sumi, BK Iwana, H Hayashi, S Uchida
2019 international conference on document analysis and recognition (ICDAR …, 2019
92019
Dynamic Weight Alignment for Temporal Convolutional Neural Networks
BK Iwana, S Uchida
IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2019
9*2019
Font Creation Using Class Discriminative Deep Convolutional Generative Adversarial Networks
K Abe, BK Iwana, VG Holmér, S Uchida
4th IAPR Asian Conference on Pattern Recognition (ACPR), 232-237, 2017
92017
A robust dissimilarity-based neural network for temporal pattern recognition
BK Iwana, V Frinken, S Uchida
2016 15th International Conference on Frontiers in Handwriting Recognition …, 2016
92016
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