Publications
All publications listed here
2024
- EcoVal: An Efficient Data Valuation Framework for Machine Learning2024
2023
- Fast yet effective machine unlearningIEEE Transactions on Neural Networks and Learning Systems, 2023
- Zero-Shot Machine UnlearningIEEE Transactions on Information Forensics and Security, 2023
- Deep Regression UnlearningIn Proceedings of the 40th International Conference on Machine Learning , 23–29 jul 2023
- Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent TeacherProceedings of the AAAI Conference on Artificial Intelligence, Jun 2023
- A universal metric for robust evaluation of synthetic tabular dataIEEE Transactions on Artificial Intelligence, Jun 2023
2022
- An Empirical Review of Deep Learning Frameworks for Change Detection: Model Design, Experimental Frameworks, Challenges and Research NeedsIEEE Transactions on Intelligent Transportation Systems, Jun 2022
- Scene Independency Matters: An Empirical Study of Scene Dependent and Scene Independent Evaluation for CNN-Based Change DetectionIEEE Transactions on Intelligent Transportation Systems, Jun 2022
2021
- AgriSegNet: Deep Aerial Semantic Segmentation Framework for IoT-Assisted Precision AgricultureIEEE Sensors Journal, Jun 2021
- ReViewNet: A Fast and Resource Optimized Network for Enabling Safe Autonomous Driving in Hazy Weather ConditionsIEEE Transactions on Intelligent Transportation Systems, Jun 2021
- 3DCD: Scene Independent End-to-End Spatiotemporal Feature Learning Framework for Change Detection in Unseen VideosIEEE Transactions on Image Processing, Jun 2021
2020
- NTIRE 2020 Challenge on NonHomogeneous DehazingIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops , Jun 2020
- AVDNet: A Small-Sized Vehicle Detection Network for Aerial Visual DataIEEE Geoscience and Remote Sensing Letters, Jun 2020
- HIDeGan: A Hyperspectral-Guided Image Dehazing GANIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops , Jun 2020
2019
- SSSDET: Simple Short and Shallow Network for Resource Efficient Vehicle Detection in Aerial ScenesIn 2019 IEEE International Conference on Image Processing (ICIP) , Mar 2019
- 3DFR: A Swift 3D Feature Reductionist Framework for Scene Independent Change DetectionIEEE Signal Processing Letters, Mar 2019
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