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Research & Development
AI-Assisted TCM Formula Generation: The ZhiFangDanTai Framework
TLDR: ZhiFangDanTai is an AI framework that combines Graph-based Retrieval-Augmented Generation (GraphRAG) with Large Language Model (LLM) fine-tuning to improve the generation of Traditional...
Research & Development
GeoAnalystBench: A New Benchmark Reveals LLM Capabilities in Geospatial Analysis
TLDR: A new research paper introduces GeoAnalystBench, a benchmark of 50 Python-based geospatial tasks designed to evaluate Large Language Models (LLMs) for spatial analysis...
Research & Development
Accelerating Best-Arm Identification in Graph Bandits with Quantum Walks
TLDR: This research introduces Quantum Spatial Best-Arm Identification (QSBAI), a novel quantum algorithm designed to efficiently find the best option (arm) in decision-making scenarios...
Research & Development
Benchmarking Deep Learning Models in Scarce Medical Data Reveals Unstable Rankings
TLDR: A study on deep learning models for small organ segmentation in limited medical datasets (N=9) found that model performance rankings are highly unstable...
Research & Development
Comparing Signals and Videos for Human Motion Recognition in Construction Robotics
TLDR: This research compares signal-based (sEMG) and video-based approaches for recognizing human motion intentions in human-robot collaboration (HRC) for construction. The study found that...
Research & Development
A Unified Approach to Decoding Diverse Brain-Computer Interface Tasks
TLDR: A new research paper introduces the Dual Local-Global Encoder (DLGE), a deep learning model designed to classify brain activity across different Brain-Computer Interface...