Search Results for author: Abdullah Nazhat Abdullah

Found 3 papers, 3 papers with code

Activator: GLU Activations as The Core Functions of a Vision Transformer

1 code implementation24 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).

NiNformer: A Network in Network Transformer with Token Mixing Generated Gating Function

1 code implementation4 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.

Image Classification Image Generation +2

Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone Programming

1 code implementation12 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.

Ensemble Pruning

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