Sig-Wasserstein GANs for Conditional Time Series Generation H Ni, L Szpruch, M Wiese, S Liao, B Xiao
Mathematical Finance, 2023
162 * 2023 Learning spatial-semantic context with fully convolutional recurrent network for online handwritten chinese text recognition Z Xie, Z Sun, L Jin, H Ni, T Lyons
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017
142 2017 Learning from the past, predicting the statistics for the future, learning an evolving system D Levin, T Lyons, H Ni
arXiv preprint arXiv:1309.0260, 2013
135 2013 Developing the path signature methodology and its application to landmark-based human action recognition W Yang, T Lyons, H Ni, C Schmid, L Jin
arXiv preprint arXiv:1707.03993, 2017
101 * 2017 Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention G Yang, J Chen, Z Gao, S Li, H Ni, E Angelini, T Wong, R Mohiaddin, ...
Future Generation Computer Systems 107, 215-228, 2020
95 2020 Sig-Wasserstein GANs for Time Series Generation H Ni, L Szpruch, M Sabate-Vidales, B Xiao, M Wiese, S Liao
ICAIF '21: Proceedings of the Second ACM International Conference on AI in …, 2021
73 2021 A feature set for streams and an application to high-frequency financial tick data T Lyons, H Ni, H Oberhauser
Proceedings of the 2014 International Conference on Big Data Science and …, 2014
58 2014 Multiview two-task recursive attention model for left atrium and atrial scars segmentation J Chen, G Yang, Z Gao, H Ni, E Angelini, R Mohiaddin, T Wong, Y Zhang, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
50 2018 Expected signature of Brownian motion up to the first exit time from a domain T Lyons, H Ni
Annals of Probability 43 (5), 2729-2762, 2015
49 * 2015 Learning stochastic differential equations using RNN with log signature features S Liao, T Lyons, W Yang, H Ni
arXiv preprint arXiv:1908.08286, 2019
48 2019 The expected signature of a stochastic process H Ni
Oxford University, UK, 2012
27 2012 A Path Signature Approach for Speech Emotion Recognition B Wang, M Liakata, H Ni, T Lyons, AJ Nevado-Holgado, K Saunders
Interspeech 2019, 1661-1665, 2019
25 2019 A Path Signature Approach to Online Arabic Handwriting Recognition D Wilson-Nunn, T Lyons, A Papavasiliou, H Ni
2018 IEEE 2nd International Workshop on Arabic and Derived Script Analysis …, 2018
25 2018 Rotation-free online handwritten character recognition using dyadic path signature features, hanging normalization, and deep neural network W Yang, L Jin, H Ni, T Lyons
2016 23rd International Conference on Pattern Recognition (ICPR), 4083-4088, 2016
25 2016 Uniqueness of signature for simple curves H Boedihardjo, H Ni, Z Qian
Journal of Functional Analysis 267 (6), 1778-1806, 2014
22 2014 The expected signature of Brownian motion stopped on the boundary of a circle has finite radius of convergence H Boedihardjo, J Diehl, M Mezzarobba, H Ni
Bulletin of the London Mathematical Society 53 (1), 285-299, 2021
21 2021 Multiview sequential learning and dilated residual learning for a fully automatic delineation of the left atrium and pulmonary veins from late gadolinium-enhanced cardiac MRI … G Yang, J Chen, Z Gao, H Zhang, H Ni, E Angelini, R Mohiaddin, T Wong, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
20 2018 Signature inversion for monotone paths J Chang, N Duffield, H Ni, W Xu
Electronic Communications in Probability 22, 2017
17 2017 Logsig-RNN: a novel network for robust and efficient skeleton-based action recognition S Liao, T Lyons, W Yang, K Schlegel, H Ni
proceedings in British Machine Vision Conference 2021, 2021
15 2021 Expected signature of stopped Brownian motion on S Li, H Ni
Journal of Functional Analysis, 2022
11 2022 
Lianwen JinProfessor of Electronic and Information Engineering, South China University of TechnologyBestätigte E-Mail-Adresse bei scut.edu.cn
