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Deep Federated Anomaly Detection for Multivariate Time Series Data


May 09, 2022
Wei Zhu, Dongjin Song, Yuncong Chen, Wei Cheng, Bo Zong, Takehiko Mizoguchi, Cristian Lumezanu, Haifeng Chen, Jiebo Luo

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SEED: Sound Event Early Detection via Evidential Uncertainty


Feb 13, 2022
Xujiang Zhao, Xuchao Zhang, Wei Cheng, Wenchao Yu, Yuncong Chen, Haifeng Chen, Feng Chen

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* ICASSP 2022 

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Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series


Jan 24, 2022
Jurijs Nazarovs, Cristian Lumezanu, Qianying Ren, Yuncong Chen, Takehiko Mizoguchi, Dongjin Song, Haifeng Chen

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Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection


Jul 29, 2021
Xinyang Feng, Dongjin Song, Yuncong Chen, Zhengzhang Chen, Jingchao Ni, Haifeng Chen

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* Accepted for publication in the 29th ACM International Conference on Multimedia (ACMMM '21) 

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3D Fusion of Infrared Images with Dense RGB Reconstruction from Multiple Views -- with Application to Fire-fighting Robots


Jul 29, 2020
Yuncong Chen, Will Warren

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* Technical report submitted to 2013 DRS Student Infrared Imaging Competition 

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A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data


Nov 20, 2018
Chuxu Zhang, Dongjin Song, Yuncong Chen, Xinyang Feng, Cristian Lumezanu, Wei Cheng, Jingchao Ni, Bo Zong, Haifeng Chen, Nitesh V. Chawla

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Robust Landmark Detection for Alignment of Mouse Brain Section Images


Mar 09, 2018
Yuncong Chen, David Kleinfeld, Martyn Goulding, Yoav Freund

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* Submitted to MICCAI 2015 

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The Active Atlas: Combining 3D Anatomical Models with Texture Detectors


Jan 15, 2018
Yuncong Chen, Lauren McElvain, Alex Tolpygo, Daniel Ferrante, Harvey Karten, Partha Mitra, David Kleinfeld, Yoav Freund

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* 8 pages, 10 figures, appeared in proceeding of MICCAI 2017 

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