2 papers
cs.LG2025
UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models
Yuhang Liu, Yingxue Zhang, Xin Zhang +3
Understanding and predicting urban dynamics is crucial for managing transportation systems, optimizing urban planning, and enhancing public services. While neural network-based app…
cs.CV2024
Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition
Hefeng Wu, Guangzhi Ye, Ziyang Zhou +3
Learning to recognize novel concepts from just a few image samples is very challenging as the learned model is easily overfitted on the few data and results in poor generalizabilit…