Keval Doshi

According to our database, Keval Doshi authored at least 27 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Real-Time Weakly Supervised Video Anomaly Detection.

Hamza Karim, Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

A Multimodal Benchmark and Improved Architecture for Zero Shot Learning.

Keval Doshi, Amanmeet Garg, Burak Uzkent, Xiaolong Wang, Mohamed Omar

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Towards Interpretable Video Anomaly Detection.

Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Semantic Video Transformer for Robust Action Recognition.

Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2023

Privacy-Preserving Video Understanding via Transformer-based Federated Learning.

Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2023

Dynamic Inference with Grounding Based Vision and Language Models.

Burak Uzkent, Amanmeet Garg, Wentao Zhu, Keval Doshi, Jingru Yi, Xiaolong Wang, Mohamed Omar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Zero-Shot Action Recognition with Transformer-based Video Semantic Embedding.

Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Video Anomaly Detection: Practical Challenges for Learning Algorithms.

Keval Doshi

PhD thesis, 2022

Online Multivariate Anomaly Detection and Localization for High-Dimensional Settings.

Mahsa Mozaffari, Keval Doshi, Yasin Yilmaz

Sensors, 2022

Real-Time Detection and Classification of Power Quality Disturbances.

Mahsa Mozaffari, Keval Doshi, Yasin Yilmaz

Sensors, 2022

TiSAT: Time Series Anomaly Transformer.

Keval Doshi, Shatha Abudalou, Yasin Yilmaz

CoRR, 2022

Rethinking Video Anomaly Detection - A Continual Learning Approach.

Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

A Modular and Unified Framework for Detecting and Localizing Video Anomalies.

Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Reward Once, Penalize Once: Rectifying Time Series Anomaly Detection.

Keval Doshi, Shatha Abudalou, Yasin Yilmaz

Proceedings of the International Joint Conference on Neural Networks, 2022

Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems.

Furkan Mumcu, Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Multi-Task Learning for Video Surveillance with Limited Data.

Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Federated Learning-based Driver Activity Recognition for Edge Devices.

Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Timely Detection and Mitigation of Stealthy DDoS Attacks Via IoT Networks.

Keval Doshi, Yasin Yilmaz, Suleyman Uludag

IEEE Trans. Dependable Secur. Comput., 2021

Online anomaly detection in surveillance videos with asymptotic bound on false alarm rate.

Keval Doshi, Yasin Yilmaz

Pattern Recognit., 2021

An Efficient Approach for Anomaly Detection in Traffic Videos.

Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate.

Keval Doshi, Yasin Yilmaz

CoRR, 2020

Any-Shot Sequential Anomaly Detection in Surveillance Videos.

Keval Doshi, Yasin Yilmaz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Fast Unsupervised Anomaly Detection in Traffic Videos.

Keval Doshi, Yasin Yilmaz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Continual Learning for Anomaly Detection in Surveillance Videos.

Keval Doshi, Yasin Yilmaz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Road Damage Detection using Deep Ensemble Learning.

Keval Doshi, Yasin Yilmaz

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Synthetic Image Augmentation for Improved Classification using Generative Adversarial Networks.

Keval Doshi

CoRR, 2019

RAPID: Real-time Anomaly-based Preventive Intrusion Detection.

Keval Doshi, Mahsa Mozaffari, Yasin Yilmaz

Proceedings of the ACM Workshop on Wireless Security and Machine Learning, 2019