184 citations · 401 across the 24 of their papers we have counts for
5 papers · 1 filter
LLM-Guided Material Inference for 3D Point Clouds
Nafiseh Izadyar, Teseo Schneider
Most existing 3D shape datasets and models focus solely on geometry, overlooking the material properties that determine how objects appear. We introduce a two-stage large language…
Emergent Crowds Dynamics from Language-Driven Multi-Agent Interactions
Yibo Liu, Liam Shatzel, Brandon Haworth +1
Animating and simulating crowds using an agent-based approach is a well-established area where every agent in the crowd is individually controlled such that global human-like behav…
Better STEP, a format and dataset for boundary representation
Nafiseh Izadyar, Sai Chandra Madduri, Teseo Schneider
Boundary representation (B-rep) generated from computer-aided design (CAD) is widely used in industry, with several large datasets available. However, the data in these datasets is…
Neural Kinematic Bases for Fluids
Yibo Liu, Zhixin Fang, Sune Darkner +4
We propose mesh-free fluid simulations that exploit a kinematic neural basis for velocity fields represented by an MLP. We design a set of losses that ensures that these neural bas…
Codimensional MultiMeshing: Synchronizing the Evolution of Multiple Embedded Geometries
Michael Tao, Jiacheng Dai, Denis Zorin +2
Complex geometric tasks such as geometric modeling, physical simulation, and texture parametrization often involve the embedding of many complex sub-domains with potentially differ…