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Journal Articles
- 2023
[j4]Shirui Wang
, Wenyi Hu, Pengyu Yuan, Xuqing Wu, Qunshan Zhang, Prashanth Nadukandi, German Ocampo Botero, Jiefu Chen:
A Self-Supervised Deep Learning Method for Seismic Data Deblending Using a Blind-Trace Network. IEEE Trans. Neural Networks Learn. Syst. 34(7): 3405-3414 (2023)- 2022
- [j3]Li Yan, Yuchen Jin, Chaoxian Qi, Pengyu Yuan, Shirui Wang, Xuqing Wu, Yueqin Huang, Jiefu Chen:
Deep Learning-Assisted Real-Time Forward Modeling of Electromagnetic Logging in Complex Formations. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j2]Pengyu Yuan, Shirui Wang, Wenyi Hu, Prashanth Nadukandi, German Ocampo Botero, Xuqing Wu, Hien Van Nguyen, Jiefu Chen:
Self-Supervised Learning for Efficient Antialiasing Seismic Data Interpolation. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - 2021
- [j1]Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Supratik Moulik, Naveen Garg, Carol C. Wu, Kelvin K. Wong, Stephen T. Wong, Tiancheng He, Hien Van Nguyen:
Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification. IEEE Trans. Medical Imaging 40(10): 2869-2879 (2021)
Conference and Workshop Papers
- 2021
- [c6]Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien Van Nguyen:
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks. BHI 2021: 1-4 - [c5]Pietro Antonio Cicalese, Syed Asad Rizvi, Victor Wang, Sai Patibandla, Pengyu Yuan, Samira Zare, Katharina Moos, Ibrahim Batal, Marian Clahsen-van Groningen, Candice Roufosse, Jan U. Becker, Chandra Mohan, Hien Van Nguyen:
MorphSet: Improving Renal Histopathology Case Assessment Through Learned Prognostic Vectors. MICCAI (8) 2021: 319-328 - 2020
- [c4]Tengjiang Wang, Pengyu Yuan, Cun Ji, Shijun Liu:
Cooperative Anomaly Detection Model and Real-Time Update Strategy for Industrial Stream Data. ChineseCSCW 2020: 307-319 - [c3]Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen:
DECAPS: Detail-Oriented Capsule Networks. MICCAI (1) 2020: 148-158 - [c2]Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan U. Becker, Chandra Mohan, Hien Van Nguyen:
StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification. MICCAI (5) 2020: 351-361 - [c1]Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen:
Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell Classification. MICCAI (1) 2020: 367-377
Informal and Other Publications
- 2021
- [i6]Pengyu Yuan, Wenyi Hu, Xuqing Wu, Jiefu Chen, Hien Van Nguyen:
First arrival picking using U-net with Lovasz loss and nearest point picking method. CoRR abs/2104.02805 (2021) - [i5]Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien Van Nguyen:
Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks. CoRR abs/2108.09591 (2021) - 2020
- [i4]Aryan Mobiny, Pietro Antonio Cicalese, Samira Zare, Pengyu Yuan, Mohammadsajad Abavisani, Carol C. Wu, Jitesh Ahuja, Patricia M. de Groot, Hien Van Nguyen:
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks. CoRR abs/2004.07407 (2020) - [i3]Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan U. Becker, Chandra Mohan, Hien Van Nguyen:
StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification. CoRR abs/2007.05008 (2020) - [i2]Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen:
Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification. CoRR abs/2007.05009 (2020) - [i1]Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen:
DECAPS: Detail-Oriented Capsule Networks. CoRR abs/2007.05343 (2020)
Coauthor Index
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