56 citations · 56 across the 3 of their papers we have counts for
3 papers
DrawingVQA: A Real-World Benchmark for Multi-Depth Visual-Textual Reasoning on Construction Drawings
Yoonhwa Jung, Junryu Fu, Mani Golparvar-Fard
We introduce DrawingVQA, the first benchmark designed to evaluate multimodal large language models (MLLMs) on real-world construction drawings -- a core media in architecture, civi…
FMS: Unified Flow Matching for Segmentation and Synthesis of Thin Structures
Babak Asadi, Peiyang Wu, Mani Golparvar-Fard +2
Segmenting thin structures like infrastructure cracks and anatomical vessels is a task hampered by topology-sensitive geometry, high annotation costs, and poor generalization acros…
Geometry-Informed Material Recognition
Joseph DeGol, Mani Golparvar-Fard, Derek Hoiem
Our goal is to recognize material categories using images and geometry information. In many applications, such as construction management, coarse geometry information is available.…