| GAN-based synthetic brain MR image generation C Han, H Hayashi, L Rundo, R Araki, W Shimoda, S Muramatsu, ... 2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018 | 328 | 2018 |
| USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets L Rundo, C Han, Y Nagano, J Zhang, R Hataya, C Militello, A Tangherloni, ... Neurocomputing 365, 31-43, 2019 | 210 | 2019 |
| Combining noise-to-image and image-to-image GANs: Brain MR image augmentation for tumor detection C Han, L Rundo, R Araki, Y Nagano, Y Furukawa, G Mauri, H Nakayama, ... Ieee Access 7, 156966-156977, 2019 | 177 | 2019 |
| Overview of the 8th workshop on Asian translation T Nakazawa, H Nakayama, C Ding, R Dabre, S Higashiyama, H Mino, ... Proceedings of the 8th Workshop on Asian Translation, Bangkok, Thailand …, 2021 | 173* | 2021 |
| Faster autoaugment: Learning augmentation strategies using backpropagation R Hataya, J Zdenek, K Yoshizoe, H Nakayama Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 171 | 2020 |
| Compressing Word Embeddings via Deep Compositional Code Learning R Shu, H Nakayama International Conference for Learning Representations (ICLR), 2018 | 137 | 2018 |
| MADGAN: Unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction C Han, L Rundo, K Murao, T Noguchi, Y Shimahara, ZÁ Milacski, ... BMC bioinformatics 22 (2), 1-20, 2021 | 129 | 2021 |
| Learning more with less: Conditional PGGAN-based data augmentation for brain metastases detection using highly-rough annotation on MR images C Han, K Murao, T Noguchi, Y Kawata, F Uchiyama, L Rundo, ... Proceedings of the 28th ACM International Conference on Information and …, 2019 | 119 | 2019 |
| Deep learning for forecasting stock returns in the cross-section M Abe, H Nakayama Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018 | 118 | 2018 |
| Synthesizing diverse lung nodules wherever massively: 3D multi-conditional GAN-based CT image augmentation for object detection C Han, Y Kitamura, A Kudo, A Ichinose, L Rundo, Y Furukawa, ... 2019 International Conference on 3D Vision (3DV), 729-737, 2019 | 106 | 2019 |
| Latent-variable non-autoregressive neural machine translation with deterministic inference using a delta posterior R Shu, J Lee, H Nakayama, K Cho Proceedings of the aaai conference on artificial intelligence 34 (05), 8846-8853, 2020 | 98 | 2020 |
| Infinite brain MR images: PGGAN-based data augmentation for tumor detection C Han, L Rundo, R Araki, Y Furukawa, G Mauri, H Nakayama, H Hayashi Neural approaches to dynamics of signal exchanges, 291-303, 2019 | 98 | 2019 |
| Annotation order matters: Recurrent image annotator for arbitrary length image tagging J Jin, H Nakayama 2016 23rd International Conference on Pattern Recognition (ICPR), 2452-2457, 2016 | 85 | 2016 |
| Multimodal gesture recognition using multi-stream recurrent neural network N Nishida, H Nakayama Image and Video Technology: 7th Pacific-Rim Symposium, PSIVT 2015, Auckland …, 2016 | 82 | 2016 |
| 深層畳み込みニューラルネットワークによる画像特徴抽出と転移学習 中山英樹 信学技報 115 (146), 55-59, 2015 | 78* | 2015 |
| Global Gaussian approach for scene categorization using information geometry H Nakayama, T Harada, Y Kuniyoshi 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010 | 72 | 2010 |
| Semantic Aware Attention Based Deep Object Co-segmentation H Chen, Y Huang, H Nakayama Proceedings of Asian Conference on Computer Vision (ACCV), 2018 | 68 | 2018 |
| Journalist robot: Robot system making news articles from real world R Matsumoto, H Nakayama, T Harada, Y Kuniyoshi 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2007 | 66 | 2007 |
| Zero-resource machine translation by multimodal encoder–decoder network with multimedia pivot H Nakayama, N Nishida Machine Translation 31, 49-64, 2017 | 65 | 2017 |
| CNN-based prostate zonal segmentation on T2-weighted MR images: a cross-dataset study L Rundo, C Han, J Zhang, R Hataya, Y Nagano, C Militello, C Ferretti, ... Neural Approaches to Dynamics of Signal Exchanges, 269-280, 2020 | 38 | 2020 |
Leonardo RundoTenure-Track Assistant Professor, University of SalernoVerified email at unisa.it
