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A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation


Sep 19, 2022
Georgy Ponimatkin, Nermin Samet, Yang Xiao, Yuming Du, Renaud Marlet, Vincent Lepetit


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PIZZA: A Powerful Image-only Zero-Shot Zero-CAD Approach to 6 DoF Tracking


Sep 15, 2022
Van Nguyen Nguyen, Yuming Du, Yang Xiao, Michael Ramamonjisoa, Vincent Lepetit

* 3DV Oral 

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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

* 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

* 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

* 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

* 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

* submitted to INTERSPEECH 2022 

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Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions


Mar 31, 2022
Van Nguyen Nguyen, Yinlin Hu, Yang Xiao, Mathieu Salzmann, Vincent Lepetit

* CVPR 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

* 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

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

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