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Multi-Granular Attention-Driven Reinforcement Learning Framework for Web Intelligent Enhancement Systems

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Multi-Granular Attention-Driven Reinforcement Learning Framework for Web Intelligent Enhancement Systems

·7 min read·Navin Chhibber, Deepak Singh, Anokh Kishore et al.

This paper addresses the challenges of semantic understanding, adaptability, and scalability faced by traditional ML, deep learning, and reinforcement learning methods in dynamic and heterogeneous …

researchweb-intelligencemulti-agent-reinforcement-learninggraph-attention-networkssemantic-graph-modeling

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PCFootprint — A Large-Scale Dataset and Benchmark for Vectorized Building Footprint Extraction from Aerial LiDAR Point Clouds

research note

PCFootprint — A Large-Scale Dataset and Benchmark for Vectorized Building Footprint Extraction from Aerial LiDAR Point Clouds

·8 min read·Haoyuan Shen, Kuihao Wang, Ruisheng Wang et al.

This paper addresses a crucial gap in the remote sensing and computer vision community by introducing PCFootprint, the first large-scale, publicly available dataset specifically designed for vector…

researchbuilding-footprint-extractionlidar-point-cloudvectorizationremote-sensing

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