The Deep Learning Revolution: From Foundational Innovations to Transformative Applications
Abstract: Deep learning has revolutionized the field of artificial intelligence, enabling unprecedented advancements across various domains, from computer vision to natural language processing. In this comprehensive research paper, we analyze the evolution of deep learning, focusing on seminal papers that have shaped the field. We chronologically examine key architectures, algorithms, and techniques, dissecting their core …