OpenAI acquires open-source Python tooling startup Astral

OpenAI Group PBC today announced plans to acquire Astral Software Inc., a startup with a set of widely used Python development tools.  The terms of the deal were not disclosed. Astral’s development ...
IEEE

Decoding Quantum LDPC Codes Using Graph Neural Networks

Abstract: In this paper, we propose a novel decoding method for Quantum Low-Density Parity-Check (QLDPC) codes based on Graph Neural Networks (GNNs). Similar to the Belief Propagation (BP)-based QLDPC ...
IEEE

Physics-Driven Neural Network for Solving Electromagnetic Inverse Scattering Problems

Abstract: In recent years, deep-learning-based methods have been introduced for solving inverse scattering problems (ISPs), but most of them heavily rely on large training datasets and suffer from ...
GitHub

Incremental Transformer Neural Processes

incTNP tnp/models/castnp.py experiments/configs/models/inctnp.yml incTNP-Seq tnp/models/incTNPBatched.py experiments/configs/models/inctnpSeq.yml Due to file size ...