Sanyam Jain

CQural: A Novel CNN based Hybrid Architecture for Quantum Continual Machine Learning

2023 · arXiv (Cornell University)

Training machine learning models in an incremental fashion is not only important but also an efficient way to achieve artificial general intelligence. The ability that humans possess of continuous or lifelong learning helps them to …

DeepSeaNet: Improving Underwater Object Detection using EfficientDet

2023 · arXiv (Cornell University)

Marine animals and deep underwater objects are difficult to recognize and monitor for safety of aquatic life. There is an increasing challenge when the water is saline with granular particles and impurities. In such natural …

Adversarial Attack on Yolov5 for Traffic and Road Sign Detection

2024

This paper implements and investigates popular adversarial attacks on the YOLOv5 Object Detection algorithm. The paper explores the vulnerability of the YOLOv5 to adversarial attacks in the context of traffic and road sign detection. The …