Scientific Research Publishing

Geo-Refined Point Transformer: Coordinate-Aware Excitation and Positional Upsampling for 3D Scene Segmentation ()

The proposed Coordinate-Aware Feature Excitation (CAFE) module and Position-Aware Upsampling (Pos-Up) module both adhere to ...
GitHub

Awesome Diffusion Language Models

[7 Jan 2023] ROIC-DM: Robust Text Inference and Classification via Diffusion Model ...
IEEE

SPTM: A Transformer-Mamba Decoder With Superpoint Pooling for Semantic Segmentation of Power Tower Point Clouds

Abstract: Semantic segmentation of three-dimensional (3D) power tower point clouds is a key technology for smart grid inspection and digital modeling of transmission corridors. However, slender ...
IEEE

Transforming Structural Health Monitoring: Leveraging Multisource Data Fusion With Two-Stage Encoder Transformer for Bridge Deformation Prediction

Abstract: Bridge deformation monitoring is critical for ensuring the structural integrity and safety of bridges, as it enables early detection of potential issues that may lead to failure. However, ...
Hosted on MSN

Transformer encoder architecture explained simply

We break down the Encoder architecture in Transformers, layer by layer! If you've ever wondered how models like BERT and GPT process text, this is your ultimate guide. We look at the entire design of ...