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Fetal Brain Tissue Annotation and Segmentation Challenge Results


Apr 20, 2022
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Li Xuesong, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern Menze, Meritxell Bach Cuadra, Andras Jakab

* Results from FeTA Challenge 2021, held at MICCAI; Manuscript submitted 

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A deep learning method for solving stochastic optimal control problems driven by fully-coupled FBSDEs


Apr 12, 2022
Shaolin Ji, Shige Peng, Ying Peng, Xichuan Zhang


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A control method for solving high-dimensional Hamiltonian systems through deep neural networks


Nov 04, 2021
Shaolin Ji, Shige Peng, Ying Peng, Xichuan Zhang


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Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition


Jun 12, 2021
Yihong Dong, Ying Peng, Muqiao Yang, Songtao Lu, Qingjiang Shi


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Deep learning method for solving stochastic optimal control problem via stochastic maximum principle


Jul 05, 2020
Shaolin Ji, Shige Peng, Ying Peng, Xichuan Zhang


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PMC-GANs: Generating Multi-Scale High-Quality Pedestrian with Multimodal Cascaded GANs


Dec 30, 2019
Jie Wu, Ying Peng, Chenghao Zheng, Zongbo Hao, Jian Zhang

* Accepted by The British Machine Vision Conference (BMVC2019) 

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Three algorithms for solving high-dimensional fully-coupled FBSDEs through deep learning


Jul 17, 2019
Shaolin Ji, Shige Peng, Ying Peng, Xichuan Zhang

* 25pages,6 figures 

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