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SSL-QALAS: Self-Supervised Learning for Rapid Multiparameter Estimation in Quantitative MRI Using 3D-QALAS


Feb 28, 2023
Yohan Jun, Jaejin Cho, Xiaoqing Wang, Michael Gee, P. Ellen Grant, Berkin Bilgic, Borjan Gagoski

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* 7 figures, 2 tables 

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3D-EPI Blip-Up/Down Acquisition (BUDA) with CAIPI and Joint Hankel Structured Low-Rank Reconstruction for Rapid Distortion-Free High-Resolution T2* Mapping


Dec 01, 2022
Zhifeng Chen, Congyu Liao, Xiaozhi Cao, Benedikt A. Poser, Zhongbiao Xu, Wei-Ching Lo, Manyi Wen, Jaejin Cho, Qiyuan Tian, Yaohui Wang, Yanqiu Feng, Ling Xia, Wufan Chen, Feng Liu, Berkin Bilgic

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Time-efficient, High Resolution 3T Whole Brain Quantitative Relaxometry using 3D-QALAS with Wave-CAIPI Readouts


Nov 08, 2022
Jaejin Cho, Borjan Gagoski, Tae Hyung Kim, Fuyixue Wang, Daniel Nico Splitthoff, Wei-Ching Lo, Wei Liu, Daniel Polak, Stephen Cauley, Kawin Setsompop, P. Ellen Grant, Berkin Bilgic

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Non-Contrastive Self-supervised Learning for Utterance-Level Information Extraction from Speech


Aug 10, 2022
Jaejin Cho, Jes'us Villalba, Laureano Moro-Velazquez, Najim Dehak

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* EARLY ACCESS of IEEE JSTSP Special Issue on Self-Supervised Learning for Speech and Audio Processing 

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Non-Contrastive Self-Supervised Learning of Utterance-Level Speech Representations


Aug 10, 2022
Jaejin Cho, Raghavendra Pappagari, Piotr Żelasko, Laureano Moro-Velazquez, Jesús Villalba, Najim Dehak

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* Accepted at Interspeech 2022 

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Wave-Encoded Model-based Deep Learning for Highly Accelerated Imaging with Joint Reconstruction


Feb 06, 2022
Jaejin Cho, Borjan Gagoski, Taehyung Kim, Qiyuan Tian, Stephen Robert Frost, Itthi Chatnuntawech, Berkin Bilgic

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* 8 figures, 1 table 

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BUDA-SAGE with self-supervised denoising enables fast, distortion-free, high-resolution T2, T2*, para- and dia-magnetic susceptibility mapping


Sep 09, 2021
Zijing Zhang, Long Wang, Jaejin Cho, Congyu Liao, Hyeong-Geol Shin, Xiaozhi Cao, Jongho Lee, Jinmin Xu, Tao Zhang, Huihui Ye, Kawin Setsompop, Huafeng Liu, Berkin Bilgic

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Highly Accelerated EPI with Wave Encoding and Multi-shot Simultaneous Multi-Slice Imaging


Jun 03, 2021
Jaejin Cho, Congyu Liao, Qiyuan Tian, Zijing Zhang, Jinmin Xu, Wei-Ching Lo, Benedikt A. Poser, V. Andrew Stenger, Jason Stockmann, Kawin Setsompop, Berkin Bilgic

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Learning Speaker Embedding from Text-to-Speech


Oct 21, 2020
Jaejin Cho, Piotr Zelasko, Jesus Villalba, Shinji Watanabe, Najim Dehak

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