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L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging


Jan 25, 2023
Huy Phan, Kristian P. Lorenzen, Elisabeth Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare Mikkelsen, Maarten De Vos

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* 9 pages, 4 figures, updated affiliations 

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Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition


Dec 17, 2022
Jinhua Liang, Huy Phan, Emmanouil Benetos

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* submitted to ICASSP2023 

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Improving trajectory localization accuracy via direction-of-arrival derivative estimation


Dec 10, 2022
Ruchi Pandey, Shreyas Jaiswal, Huy Phan, Santosh Nannuru

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Improving trajectory localization accuracy via direction-of-arrival estimation


Dec 07, 2022
Ruchi Pandey, Shreyas Jaiswal, Huy Phan, Santosh Nannuru

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CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness


Dec 04, 2022
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman Zonouz

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* AAAI-23 

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Modelling black-box audio effects with time-varying feature modulation


Nov 01, 2022
Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss

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Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones


Sep 20, 2022
Oliver Y. Chén, Florian Lipsmeier, Huy Phan, Frank Dondelinger, Andrew Creagh, Christian Gossens, Michael Lindemann, Maarten de Vos

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RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN


Aug 22, 2022
Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan

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* European Conference on Computer Vision (ECCV 2022) 
* Code is available at https://github.com/huyvnphan/ECCV2022-RIBAC 

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Polyphonic audio event detection: multi-label or multi-class multi-task classification problem?


Jan 29, 2022
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins

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* This paper has been accepted to IEEE ICASSP 2022 

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