IEEE

Short-Length Code Designs for Integrated Sensing and Communications Using Deep Learning

Abstract: Integrated sensing and communications (ISAC) is envisioned to be a key to advanced applications in future wireless networks. In this paper, we study the coded modulation designs for ISAC ...
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What makes JAX different from PyTorch and TensorFlow in 100 seconds

JAX is one of the fastest-growing tools in machine learning, and this video breaks it down in just 100 seconds. We explain how JAX uses XLA, JIT compilation, and auto-vectorization to turn ordinary ...
IEEE

Aligning Crowd-Sourced Human Feedback for Reinforcement Learning on Code Generation by ...

Abstract: This paper studies how AI-assisted programming and large language models (LLM) improve software developers' ability via AI tools (LLM agents) like Github Copilot and Amazon CodeWhisperer, ...