1 code implementation • 24 May 2024 • Abdullah Nazhat Abdullah, Tarkan Aydin
Transformer architecture currently represents the main driver behind many successes in a variety of tasks addressed by deep learning, especially the recent advances in natural language processing (NLP) culminating with large language models (LLM).
1 code implementation • 4 Mar 2024 • Abdullah Nazhat Abdullah, Tarkan Aydin
The attention mechanism was utilized in computer vision as the Vision Transformer ViT, and its usage has expanded into many tasks in the vision domain, such as classification, segmentation, object detection, and image generation.
1 code implementation • 12 Feb 2023 • Buse Çisil Güldoğuş, Abdullah Nazhat Abdullah, Muhammad Ammar Ali, Süreyya Özöğür-Akyüz
Ensemble techniques are frequently encountered in machine learning and engineering problems since the method combines different models and produces an optimal predictive solution.