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Keval Doshi
Keval Doshi
Applied Scientist II, Amazon
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
Continual learning for anomaly detection in surveillance videos
K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
1152020
Any-shot sequential anomaly detection in surveillance videos
K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
862020
Online anomaly detection in surveillance videos with asymptotic bound on false alarm rate
K Doshi, Y Yilmaz
Pattern Recognition 114, 107865, 2021
812021
Timely detection and mitigation of stealthy DDoS attacks via IoT networks
K Doshi, Y Yilmaz, S Uludag
IEEE Transactions on Dependable and Secure Computing 18 (5), 2164-2176, 2021
682021
Road damage detection using deep ensemble learning
K Doshi, Y Yilmaz
2020 IEEE International Conference on Big Data (Big Data), 5540-5544, 2020
572020
Fast unsupervised anomaly detection in traffic videos
K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
542020
Rethinking video anomaly detection-a continual learning approach
K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2022
372022
An efficient approach for anomaly detection in traffic videos
K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
242021
Reward once, penalize once: Rectifying time series anomaly detection
K Doshi, S Abudalou, Y Yilmaz
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
20*2022
Federated learning-based driver activity recognition for edge devices
K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF Conference on computer Vision and Pattern …, 2022
182022
Real-time detection and classification of power quality disturbances
M Mozaffari, K Doshi, Y Yilmaz
Sensors 22 (20), 7958, 2022
172022
A modular and unified framework for detecting and localizing video anomalies
K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
152022
Towards interpretable video anomaly detection
K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
132023
Online multivariate anomaly detection and localization for high-dimensional settings
M Mozaffari, K Doshi, Y Yilmaz
Sensors 22 (21), 8264, 2022
132022
Multi-task learning for video surveillance with limited data
K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
112022
RAPID: Real-time anomaly-based preventive intrusion detection
K Doshi, M Mozaffari, Y Yilmaz
Proceedings of the ACM Workshop on Wireless Security and Machine Learning, 49-54, 2019
102019
Adversarial machine learning attacks against video anomaly detection systems
F Mumcu, K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
82022
Zero-shot action recognition with transformer-based video semantic embedding
K Doshi, Y Yilmaz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
72023
Synthetic image augmentation for improved classification using generative adversarial networks
K Doshi
arXiv preprint arXiv:1907.13576, 2019
62019
Self-supervised learning for online anomaly detection in high-dimensional data streams
M Mozaffari, K Doshi, Y Yilmaz
Electronics 12 (9), 1971, 2023
52023
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