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Yang Xiao

Learning from Noisy Labels with Coarse-to-Fine Sample Credibility Modeling

Aug 23, 2022
Boshen Zhang, Yuxi Li, Yuanpeng Tu, Jinlong Peng, Yabiao Wang, Cunlin Wu, Yang Xiao, Cairong Zhao

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* ECCV 2022: L2ID Workshop

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Continual Learning For On-Device Environmental Sound Classification

Jul 18, 2022
Yang Xiao, Xubo Liu, James King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang

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* The first two authors contributed equally, 5 pages one figure, submitted to DCASE2022 Workshop

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Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification

May 04, 2022
Yang Xiao, Jinlan Fu, See-Kiong Ng, Pengfei Liu

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* 9 pages, 9 figures

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CANShield: Signal-based Intrusion Detection for Controller Area Networks

May 03, 2022
Md Hasan Shahriar, Yang Xiao, Pablo Moriano, Wenjing Lou, Y. Thomas Hou

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* 15 pages, 6 figures, A version of this paper is accepted by escar USA 2022

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Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness

Apr 11, 2022
Dianwen Ng, Jin Hui Pang, Yang Xiao, Biao Tian, Qiang Fu, Eng Siong Chng

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* submitted to INTERSPEECH 2022

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Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting

Mar 30, 2022
Yang Xiao, Nana Hou, Eng Siong Chng

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* Submitted to Interspeech 2022

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DataLab: A Platform for Data Analysis and Intervention

Feb 25, 2022
Yang Xiao, Jinlan Fu, Weizhe Yuan, Vijay Viswanathan, Zhoumianze Liu, Yixin Liu, Graham Neubig, Pengfei Liu

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* DataLab Web Platform: http://datalab.nlpedia.ai/

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