Encoder-Free AI explained: The architecture behind Google’s Gemma 4 12B

A vast majority of multi-modal AI systems function as a relay race. For example, an image will come in through the Vision ...
GitHub

ch8.5-positional-encoding.qmd

在前面的 self-attention 里，我们已经看到，每个 token 都可以直接和序列中的所有 token 建立联系。相比 RNN ...
IEEE

3D Hand Gesture Sequence Recognition Using Sinusoidal Positional Encoding Transformer

Abstract: A novel approach for recognizing 3D hand gesture sequences using the Sinusoidal Positional Encoding Transformer (SPET) is proposed in this paper. The self-attention mechanism of the ...
EurekAlert!

Graph transformer model advances disease comorbidity prediction with subgraph-aware encoding

Comorbidity—the co-occurrence of multiple diseases in a patient—complicates diagnosis, treatment, and prognosis. Understanding how diseases connect at a molecular level is crucial, especially in aging ...
cryptopolitan

Tesla’s AI team creates a patent that addresses AI “drift” in positional encoding

Tesla’s AI team has created a patent for a power-sipping 8-bit hardware that normally handles only simple, rounded numbers to perform elite 32-bit rotations. Tesla slashes the compute power budget to ...
GitHub

Vision Transformer (ViT) for Image Classification

This project implements Vision Transformer (ViT) for image classification. Unlike CNNs, ViT splits images into patches and processes them as sequences using transformer architecture. It includes patch ...