IEEE

Evaluation of Encoder-Only Transformer for Multi-Step Traffic Flow Prediction

Abstract: Traffic flow prediction is critical for Intelligent Transportation Systems to alleviate congestion and optimize traffic management. The existing basic Encoder-Decoder Transformer model for ...
Nanowerk

Ferroelectric polarization patterns enable data storage beyond binary

Spiral scanning creates six distinguishable polarization patterns in ferroelectric films, enabling data storage beyond binary ...
Chemistry World

Purer silicon lets robust quantum computing get started on a new medium

After the applied mathematician Peter Shor, then at Bell Labs in New Jersey, showed that a quantum algorithm could, in theory ...
GitHub

Exploring the Potential of Encoder-free Architectures in 3D LMMs

Official repository for the paper "Exploring the Potential of Encoder-free Architectures in 3D LMMs". The encoder-free 3D LMM directly utilizes a token embedding module to convert point cloud data ...
IEEE

BinaryCAN: Learning Compact Binary Embeddings From Automotive CAN Bus Data

Abstract: Modern vehicles generate high-frequency, multivariate data streams from the Controller Area Network (CAN) bus, the fundamental digital nervous system for in-vehicle communication. Although ...