Abstract: In neural architecture search (NAS) methods based on latent space optimization (LSO), a deep generative model is trained to embed discrete neural architectures into a continuous latent space ...

A simple prompt sent Claude Code on a mission that uncovered major security vulnerabilities in popular text editors — and then suggested ways to exploit them. Developers can spend days using fuzzing ...

Abstract: We propose adversarial autoencoder neural network with physically-segmented latent space for the inverse design of digital nanophotonic power splitters with ...