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Yuncong Chen
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A deep neural network for unsupervised anomaly detection and diagnosis in multivariate time series data
C Zhang, D Song, Y Chen, X Feng, C Lumezanu, W Cheng, J Ni, B Zong, ...
Proceedings of the AAAI conference on artificial intelligence 33 (01), 1409-1416, 2019
7412019
Specific populations of basal ganglia output neurons target distinct brain stem areas while collateralizing throughout the diencephalon
LE McElvain, Y Chen, JD Moore, GS Brigidi, BL Bloodgood, BK Lim, ...
Neuron 109 (10), 1721-1738. e4, 2021
792021
Convolutional transformer based dual discriminator generative adversarial networks for video anomaly detection
X Feng, D Song, Y Chen, Z Chen, J Ni, H Chen
Proceedings of the 29th ACM International Conference on Multimedia, 5546-5554, 2021
492021
Temporal context-aware representation learning for question routing
X Zhang, W Cheng, B Zong, Y Chen, J Xu, D Li, H Chen
Proceedings of the 13th international conference on web search and data …, 2020
292020
An active texture-based digital atlas enables automated mapping of structures and markers across brains
Y Chen, LE McElvain, AS Tolpygo, D Ferrante, B Friedman, PP Mitra, ...
Nature methods 16 (4), 341-350, 2019
292019
Deep co-clustering
D Xu, W Cheng, B Zong, J Ni, D Song, W Yu, Y Chen, H Chen, X Zhang
Proceedings of the 2019 SIAM International Conference on Data Mining, 414-422, 2019
282019
Time series contrastive learning with information-aware augmentations
D Luo, W Cheng, Y Wang, D Xu, J Ni, W Yu, X Zhang, Y Liu, Y Chen, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4534-4542, 2023
172023
Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval
D Zhu, D Song, Y Chen, C Lumezanu, W Cheng, B Zong, J Ni, ...
AAAI 2020, 2020
162020
System and method for lane vehicle localization with lane marking detection and likelihood scoring
Y Chen, A Murarka
US Patent 9,483,700, 2016
112016
Seed: Sound event early detection via evidential uncertainty
X Zhao, X Zhang, W Cheng, W Yu, Y Chen, H Chen, F Chen
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
102022
At the speed of sound: Efficient audio scene classification
B Dong, C Lumezanu, Y Chen, D Song, T Mizoguchi, H Chen, L Khan
Proceedings of the 2020 international conference on multimedia retrieval …, 2020
102020
3D Fusion of Infrared Images with Dense RGB Reconstruction from Multiple Views with Application to Fire-fighting Robots
Y Chen, W Warren
Technical report, 2013
9*2013
Algorithms for simultaneous localization and mapping
Y Chen
Technical report, 2013
92013
Fully convolutional transformer based generative adversarial networks
D Song, Y Chen, H Chen, X Feng
US Patent 11,538,143, 2022
82022
Unsupervised anomaly detection, diagnosis, and correction in multivariate time series data
D Song, Y Chen, C Lumezanu, H Chen, C Zhang
US Patent 11,169,514, 2021
52021
Deep federated anomaly detection for multivariate time series data
W Zhu, D Song, Y Chen, W Cheng, B Zong, T Mizoguchi, C Lumezanu, ...
2022 IEEE International Conference on Big Data (Big Data), 1-10, 2022
42022
Landmark-based classification model updating
C Lumezanu, H Chen, D Song, W Cheng, T Mizoguchi, X Liang, Y Chen
US Patent 11,620,518, 2023
32023
Supervised cross-modal retrieval for time-series and text using multimodal triplet loss
Y Chen, D Song, C Lumezanu, H Chen, T Mizoguchi
US Patent App. 16/918,257, 2021
32021
Failure prediction using gradient-based sensor identification
M Natsumeda, W Cheng, H Chen, Y Chen
US Patent 11,604,934, 2023
22023
Method for multi-modal retrieval and clustering using deep cca and active pairwise queries
Y Chen, H Yuan, C Lumezanu, H Chen, T Mizoguchi, D Song
US Patent App. 16/996,110, 2021
22021
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