This repository is a structured reading list covering major areas of deep learning research including natural language processing (language modeling, embeddings, machine translation, QA, sentiment analysis), computer vision (representation learning, object detection, action recognition), and vision-and-language multi-modal research. The content is organized into markdown files with links to source papers and resources, functioning as an academic reference collection for ML/DL practitioners and researchers.