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cs.CV2025
An LLM-LVLM Driven Agent for Iterative and Fine-Grained Image Editing
Zihan Liang, Jiahao Sun, Haoran Ma
Despite the remarkable capabilities of text-to-image (T2I) generation models, real-world applications often demand fine-grained, iterative image editing that existing methods strug…
cs.CV2025
Navigating Heat Exposure: Simulation of Route Planning Based on Visual Language Model Agents
Haoran Ma, Kaihan Zhang, Jiannan Cai
Heat exposure significantly influences pedestrian routing behaviors. Existing methods such as agent-based modeling (ABM) and empirical measurements fail to account for individual p…
cs.CV2023★ 3 cited
A natural language processing-based approach: mapping human perception by understanding deep semantic features in street view images
Haoran Ma, Dongdong Wu
In the past decade, using Street View images and machine learning to measure human perception has become a mainstream research approach in urban science. However, this approach usi…