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High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models


Apr 12, 2021
Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie, Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Krishna Dhulipala, KR Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Pallab Bhattacharya, Guoqiang Jerry Chen, Manoj Krishnan, Krishnakumar Nair, Petr Lapukhov, Maxim Naumov, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao


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TransfoRNN: Capturing the Sequential Information in Self-Attention Representations for Language Modeling


Apr 04, 2021
Tze Yuang Chong, Xuyang Wang, Lin Yang, Junjie Wang

* INTERSPEECH 2021 (under reviewed) 

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The DKU-Duke-Lenovo System Description for the Third DIHARD Speech Diarization Challenge


Feb 06, 2021
Weiqing Wang, Qingjian Lin, Danwei Cai, Lin Yang, Ming Li


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Denoising Single Voxel Magnetic Resonance Spectroscopy with Deep Learning on Repeatedly Sampled In Vivo Data


Jan 26, 2021
Wanqi Hu, Dicheng Chen, Tianyu Qiu, Hao Chen, Xi Chen, Lin Yang, Gen Yan, Di Guo, Xiaobo Qu


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Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation


Dec 17, 2020
Hongxiao Wang, Hao Zheng, Jianxu Chen, Lin Yang, Yizhe Zhang, Danny Z. Chen

* Accepted paper for the 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 

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SuperOCR: A Conversion from Optical Character Recognition to Image Captioning


Nov 21, 2020
Baohua Sun, Michael Lin, Hao Sha, Lin Yang

* 8 pages, 2 figures, 2 tables 

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Mask Detection and Breath Monitoring from Speech: on Data Augmentation, Feature Representation and Modeling


Aug 14, 2020
Haiwei Wu, Lin Zhang, Lin Yang, Xuyang Wang, Junjie Wang, Dong Zhang, Ming Li


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Nearly Linear Row Sampling Algorithm for Quantile Regression


Jun 15, 2020
Yi Li, Ruosong Wang, Lin Yang, Hanrui Zhang

* Accepted to ICML 2020 

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Acoustic Word Embedding System for Code-Switching Query-by-example Spoken Term Detection


May 24, 2020
Murong Ma, Haiwei Wu, Xuyang Wang, Lin Yang, Junjie Wang, Ming Li


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IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report


Apr 26, 2020
Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German I. Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou

* 9 pages, 11 figures, 3 tables, accepted into IEEE Robotics and Automation Magazine. arXiv admin note: text overlap with arXiv:1911.06487 

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DIHARD II is Still Hard: Experimental Results and Discussions from the DKU-LENOVO Team


Feb 23, 2020
Qingjian Lin, Weicheng Cai, Lin Yang, Junjie Wang, Jun Zhang, Ming Li

* Submitted to Odyssesy 2020 

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Deep Reinforcement Learning with Linear Quadratic Regulator Regions


Feb 23, 2020
Gabriel I. Fernandez, Colin Togashi, Dennis Hong, Lin Yang


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Multi-modal Sentiment Analysis using Super Characters Method on Low-power CNN Accelerator Device


Jan 28, 2020
Baohua Sun, Lin Yang, Hao Sha, Michael Lin

* 9 pages, 2 figures, 6 tables. Accepted by AAAI 2020 Affective Content Analysis Workshop 

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Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale


Jan 28, 2020
Jinzheng Cai, Adam P. Harrison, Youjing Zheng, Ke Yan, Yuankai Huo, Jing Xiao, Lin Yang, Le Lu

* This work has been submitted to the IEEE for possible publication 

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End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation


Oct 15, 2019
Jinzheng Cai, Yingda Xia, Dong Yang, Daguang Xu, Lin Yang, Holger Roth

* Accepted to International Workshop on Machine Learning in Medical Imaging (MLMI2019) 

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SuperChat: Dialogue Generation by Transfer Learning from Vision to Language using Two-dimensional Word Embedding and Pretrained ImageNet CNN Models


Jun 04, 2019
Baohua Sun, Lin Yang, Michael Lin, Charles Young, Jason Dong, Wenhan Zhang, Patrick Dong

* 5 pages, 2 figures, 1 table. Accepted by CVPR2019 Language and Vision Workshop 

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System Demo for Transfer Learning across Vision and Text using Domain Specific CNN Accelerator for On-Device NLP Applications


Jun 04, 2019
Baohua Sun, Lin Yang, Michael Lin, Wenhan Zhang, Patrick Dong, Charles Young, Jason Dong

* Four pages, four figures, one table. Accepted by IJCAI2019 Tusion Workshop 

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SuperCaptioning: Image Captioning Using Two-dimensional Word Embedding


Jun 04, 2019
Baohua Sun, Lin Yang, Michael Lin, Charles Young, Patrick Dong, Wenhan Zhang, Jason Dong

* 3 pages, 2 figures, modified typo. Accepted by CVPR2019 VQA workshop 

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2-bit Model Compression of Deep Convolutional Neural Network on ASIC Engine for Image Retrieval


May 08, 2019
Bin Yang, Lin Yang, Xiaochun Li, Wenhan Zhang, Hua Zhou, Yequn Zhang, Yongxiong Ren, Yinbo Shi


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SuperTML: Two-Dimensional Word Embedding and Transfer Learning Using ImageNet Pretrained CNN Models for the Classifications on Tabular Data


Mar 22, 2019
Baohua Sun, Lin Yang, Wenhan Zhang, Michael Lin, Patrick Dong, Charles Young, Jason Dong

* 7 pages, 5 figures, 3 tables. Corrected typos 

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SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation


Feb 28, 2019
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen

* To appear in MIDL2019 and PMLR 

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Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition


Feb 08, 2019
Zizhao Zhang, Adriana Romero, Matthew J. Muckley, Pascal Vincent, Lin Yang, Michal Drozdzal


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Squared English Word: A Method of Generating Glyph to Use Super Characters for Sentiment Analysis


Jan 24, 2019
Baohua Sun, Lin Yang, Catherine Chi, Wenhan Zhang, Michael Lin

* 9 pages, 10 figures, 3 tables. Accepted by AAAI2019 workshop AffCon2019 

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Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation


Jan 15, 2019
Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen

* Accepted at ISBI 2019 

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A New Ensemble Learning Framework for 3D Biomedical Image Segmentation


Dec 10, 2018
Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

* To appear in AAAI-2019. The first three authors contributed equally to the paper 

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Super Characters: A Conversion from Sentiment Classification to Image Classification


Oct 15, 2018
Baohua Sun, Lin Yang, Patrick Dong, Wenhan Zhang, Jason Dong, Charles Young

* 7 pages, 1 figure, 5 tables. Accepted by EMNLP2018 workshop WASSA2018 

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Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization


Oct 01, 2018
Minshuo Chen, Lin Yang, Mengdi Wang, Tuo Zhao


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