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Brian Kenji Iwana
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Year
An empirical survey of data augmentation for time series classification with neural networks
BK Iwana, S Uchida
Plos one 16 (7), e0254841, 2021
5262021
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
992019
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
972021
Judging a Book by its Cover
BK Iwana, ST Raza Rizvi, S Ahmed, A Dengel, S Uchida
arXiv preprint arXiv:1610.09204, 2016
782016
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
652021
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
612020
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
532016
Time series classification using local distance-based features in multi-modal fusion networks
BK Iwana, S Uchida
Pattern Recognition 97, 107024, 2020
522020
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
482017
Mining the displacement of max-pooling for text recognition
Y Zheng, BK Iwana, S Uchida
Pattern Recognition 93, 558-569, 2019
452019
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
442019
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
352019
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
342020
Learning the micro deformations by max-pooling for offline signature verification
Y Zheng, BK Iwana, MI Malik, S Ahmed, W Ohyama, S Uchida
Pattern Recognition 118, 108008, 2021
272021
Negative pseudo labeling using class proportion for semantic segmentation in pathology
H Tokunaga, BK Iwana, Y Teramoto, A Yoshizawa, R Bise
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
232020
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
222018
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
222017
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
212018
Cascading modular u-nets for document image binarization
S Kang, BK Iwana, S Uchida
2019 International Conference on Document Analysis and Recognition (ICDAR …, 2019
152019
An empirical survey of data augmentation for time series classification with neural networks. arXiv 2020
BK Iwana, S Uchida
arXiv preprint arXiv:2007.15951, 2020
132020
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