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Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations


Jul 19, 2022
Yifan Chen , Ethan N. Epperly , Joel A. Tropp , Robert J. Webber

* 28 pages, 4 figures 

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Microwave Chirality Imaging for the Early Diagnosis of Neurological Degenerative Diseases


Jul 17, 2022
Wending Mai , Yifan Chen


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Interrelate Training and Searching: A Unified Online Clustering Framework for Speaker Diarization


Jun 28, 2022
Yifan Chen , Yifan Guo , Qingxuan Li , Gaofeng Cheng , Pengyuan Zhang , Yonghong Yan

* Accepted by Interspeech 2022 

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Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks


Jun 01, 2022
Yifan Chen , Tianning Xu , Dilek Hakkani-Tur , Di Jin , Yun Yang , Ruoqing Zhu


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Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention


May 07, 2022
Yifan Chen , Devamanyu Hazarika , Mahdi Namazifar , Yang Liu , Di Jin , Dilek Hakkani-Tur


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Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset


Mar 31, 2022
Zehui Yang , Yifan Chen , Lei Luo , Runyan Yang , Lingxuan Ye , Gaofeng Cheng , Ji Xu , Yaohui Jin , Qingqing Zhang , Pengyuan Zhang , Lei Xie , Yonghong Yan

* Paper on submission to Interspeech2022 

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Spatio-temporal Gait Feature with Adaptive Distance Alignment


Mar 16, 2022
Yifan Chen , Yang Zhao , Xuelong Li


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Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences


Dec 10, 2021
Yifan Chen , Qi Zeng , Dilek Hakkani-Tur , Di Jin , Heng Ji , Yun Yang


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