Rail Vision: Quantum Transportation Unveils Transformer Neural Decoder That Outperforms Classical QEC Algorithms in Simulations

Simulation results show enhanced logical error suppression and real-time decoding potentialRa’anana, Israel, Feb. 05, 2026 (GLOBE NEWSWIRE) -- ...
IEEE

Are Decoder-Only Large Language Models the Silver Bullet for Code Search?

Abstract: Code search is essential for code reuse, allowing developers to efficiently locate relevant code snippets. The advent of powerful decoder-only Large Language Models (LLMs) has revolutionized ...
IEEE

Universal Decoding of Quantum Stabilizer Codes via Classical Guesswork

In this chapter, a so‐called universal decoding framework is proposed for quantum stabilizer codes. It is termed as universal because it is directly suitable for the decoding of arbitrary linear codes ...
Carweek

Decoding Vehicle Detail Pages: How to Find the Truth About Your Next Car

Learn how Carweek cleans up messy vehicle detail pages. Skip the sales jargon, find real vehicle information, and avoid ...
GitHub

Adaptive Parallel Decoding (APD)

The generation speed of LLMs are bottlenecked by autoregressive decoding, where tokens are predicted sequentially one by one. Alternatively, diffusion large language models (dLLMs) theoretically allow ...