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Picture for Yi Luo

Yi Luo

School of Energy and Environment, Southeast University, Nanjing, China

Dynamic imaging and characterization of volatile aerosols in e-cigarette emissions using deep learning-based holographic microscopy


Mar 31, 2021
Yi Luo, Yichen Wu, Liqiao Li, Yuening Guo, Ege Cetintas, Yifang Zhu, Aydogan Ozcan

* 23 Pages, 4 Figures 

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Ultrafast Parallel LiDAR with Time-encoding and Spectral Scanning: Breaking the Time-of-flight Limit


Mar 09, 2021
Zihan Zang, Zhi Li, Yi Luo, Yanjun Han, Xuanyi Liu, H. Y. Fu


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Dual-Path Modeling for Long Recording Speech Separation in Meetings


Feb 23, 2021
Chenda Li, Zhuo Chen, Yi Luo, Cong Han, Tianyan Zhou, Keisuke Kinoshita, Marc Delcroix, Shinji Watanabe, Yanmin Qian

* Accepted by ICASSP 2021 

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Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks


Feb 12, 2021
Luzhe Huang, Tairan Liu, Xilin Yang, Yi Luo, Yair Rivenson, Aydogan Ozcan

* 18 Pages, 7 Figures, 1 Table 

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Memory-Associated Differential Learning


Feb 10, 2021
Yi Luo, Aiguo Chen, Bei Hui, Ke Yan

* 8 pages, 3 figures, 4 tables 

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Group Communication with Context Codec for Ultra-Lightweight Source Separation


Dec 14, 2020
Yi Luo, Cong Han, Nima Mesgarani


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Drone LAMS: A Drone-based Face Detection Dataset with Large Angles and Many Scenarios


Nov 16, 2020
Yi Luo, Siyi Chen, X. -G. Ma

* 8 pages, 6 figures,conference or other essential info 

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Deep learning-based holographic polarization microscopy


Jul 01, 2020
Tairan Liu, Kevin de Haan, Bijie Bai, Yair Rivenson, Yi Luo, Hongda Wang, David Karalli, Hongxiang Fu, Yibo Zhang, John FitzGerald, Aydogan Ozcan

* 20 pages, 8 figures 

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Terahertz Pulse Shaping Using Diffractive Legos


Jun 30, 2020
Muhammed Veli, Deniz Mengu, Nezih T. Yardimci, Yi Luo, Jingxi Li, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan

* 24 pages, 5 figures 

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Machine Vision using Diffractive Spectral Encoding


May 15, 2020
Jingxi Li, Deniz Mengu, Nezih T. Yardimci, Yi Luo, Xurong Li, Muhammed Veli, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan

* 16 pages, 5 figures, 1 table 

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Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss


Mar 27, 2020
Yi Luo, Nima Mesgarani


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Continuous speech separation: dataset and analysis


Jan 30, 2020
Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Jinyu Li


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End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation


Nov 26, 2019
Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka


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Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation


Oct 14, 2019
Yi Luo, Zhuo Chen, Takuya Yoshioka


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FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing


Oct 01, 2019
Yi Luo, Enea Ceolini, Cong Han, Shih-Chii Liu, Nima Mesgarani

* Accepted to ASRU 2019 

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Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks


Sep 14, 2019
Yi Luo, Deniz Mengu, Nezih T. Yardimci, Yair Rivenson, Muhammed Veli, Mona Jarrahi, Aydogan Ozcan

* 36 pages, 5 figures 

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Class-specific Differential Detection in Diffractive Optical Neural Networks Improves Inference Accuracy


Jul 13, 2019
Jingxi Li, Deniz Mengu, Yi Luo, Yair Rivenson, Aydogan Ozcan

* 21 pages, 6 Figures, 3 Tables 

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Dynamic Demand Prediction for Expanding Electric Vehicle Sharing Systems: A Graph Sequence Learning Approach


Mar 10, 2019
Man Luo, Hongkai Wen, Yi Luo, Bowen Du, Konstantin Klemmer, Hongming Zhu


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Adversarial Defense of Image Classification Using a Variational Auto-Encoder


Dec 07, 2018
Yi Luo, Henry Pfister


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Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks


Oct 11, 2018
Deniz Mengu, Yi Luo, Yair Rivenson, Aydogan Ozcan

* 36 pages, 5 Figures, 4 Tables (References updated in this version) 

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Response to Comment on "All-optical machine learning using diffractive deep neural networks"


Oct 10, 2018
Deniz Mengu, Yi Luo, Yair Rivenson, Xing Lin, Muhammed Veli, Aydogan Ozcan

* Response to arXiv:1809.08360v1 [cs.LG] 

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TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation


Sep 21, 2018
Yi Luo, Nima Mesgarani

* 11 pages, 5 figures 

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Speaker-independent Speech Separation with Deep Attractor Network


Apr 18, 2018
Yi Luo, Zhuo Chen, Nima Mesgarani

* IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), Volume 26 Issue 4, April 2018, Page 787-796 
* IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), Volume 26 Issue 4, April 2018, Page 787-796 

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TasNet: time-domain audio separation network for real-time, single-channel speech separation


Apr 18, 2018
Yi Luo, Nima Mesgarani

* Camera ready version for ICASSP 2018, Calgary, Canada 

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Deep Clustering and Conventional Networks for Music Separation: Stronger Together


Jun 15, 2017
Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani

* Published in ICASSP 2017 

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Deep attractor network for single-microphone speaker separation


Mar 28, 2017
Zhuo Chen, Yi Luo, Nima Mesgarani

* 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 

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