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Abstract: This paper presents a novel auto-encoder based end-to-end channel encoding and decoding. It integrates deep reinforcement learning (DRL) and graph neural networks (GNN) in code design by ...

If you are playing "Be a Lucky Block" on "Roblox," you only have two active codes right now, and both are incredibly valuable. Since developers rarely release new codes, redeeming them immediately is ...

10/10 Off-White Icons Reimagined brings together a collective of creatives, each contributing to the language of the brand through their discipline. Figures such as A ...

Abstract: This study investigates the problem of learning linear block codes optimized for Belief-Propagation decoders significantly improving performance compared to the state-of-the-art. Our ...

Our long-term goal is to build efficient and reliable 2.5B diffusion-based decoding for document OCR. MinerU-Diffusion reframes document OCR as an inverse rendering problem and replaces slow, ...