Research Interests
My research is broadly focused on the intersection of Machine Learning and Computer Vision. In the past few years, I have explored a diverse range of topics including Self-supervised Learning, Object Detection, Document Layout Analysis, Knowledge Distillation, Image Retrieval, Scene Text Recognition, Vision Transformers, Few-Shot Learning, Keypoint Detection. Currently, I am working on Large Multimodal Models, Kolmogorov Arnold Representations, Attention Mechanism at UCF.
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Selected Publications
2024
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Semi-automatic Speed Estimation from Object Tracking
Advisor: Prof. Umapada Pal
Timeline: May, 2023
The details of this project will be released soon.
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Synthetic Scene-Aware Semantics-Agnostic Text Generation
Advisor: Prof. Umapada Pal
Timeline: July, 2022
The details of this project will be released soon.
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Vehicle Detection & Tracking with Speed Estimation & License Plate Recognition
Advisor: Prof. Umapada Pal
Timeline: June, 2022 – May, 2023
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Towards Faster Fine-Grained Sketch-based Image Retrieval
Mentor: Dr. Ayan Kumar Bhunia
Timeline: August, 2021 – July, 2022
The details of this project will be released soon.
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Image Forgery Localization with Hashless Strategy
Mentor: Dr. Ram Kumar Karsh
Timeline: January, 2021 – June, 2021
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Word Sense Disambiguation using Visual Information
Advisor: Dr. Koushik Guha
Timeline: June, 2017 – July, 2017
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