IEEE

Large Language Model for Verilog Generation with Code-Structure-Guided Reinforcement Learning

Abstract: Recent advancements in large language models (LLMs) have sparked significant interest in the automatic generation of Register Transfer Level (RTL) designs, particularly using Verilog.
IEEE

HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation

Abstract: 3D shape generation from text is a fundamental task in 3D representation learning. The text-shape pairs exhibit a hierarchical structure, where a general text like “chair” covers all 3D ...
Microsoft

Language-to-Code Translation with a Single Labeled Example

Tools for translating natural language into code promise natural, open-ended interaction with databases, web APIs, and other software systems. However, this promise is complicated by the diversity and ...
Microsoft

Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing

Self-supervised learning in vision-language processing exploits semantic alignment between imaging and text modalities. Prior work in biomedical VLP has mostly relied on the alignment of single image ...
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Expert says US should flag China's steel structures in Yellow Sea as example of 'grey zone' tactics

WASHINGTON, Dec. 9 (Yonhap) -- A U.S. expert called Tuesday for the United States to flag China's installation of maritime structures in and around a jointly managed zone between South Korea and China ...