Presentation
PointLLM-R: Enhancing 3D Point Cloud Reasoning via Chain-of-Thought
SessionMultimodal Learning
DescriptionPointLLM-R introduces chain-of-thought reasoning for 3D point cloud understanding via a data-centric pipeline. It builds a large reasoning dataset (PoCoTI) and trains a multimodal model that achieves state-of-the-art performance, improving accuracy, interpretability, and robustness across synthetic and real-world 3D tasks.
Event Type
Technical Paper
TimeThursday, 23 July 20263:45pm - 3:55pm PDT
LocationRoom 403 A
Digital Library
PDF
Session Time & Location
Sunday, 19 July 20266:00pm - 8:45pm PDTHall K
Thursday, 23 July 20263:45pm - 5:15pm PDTRoom 403 A
Geometry
Modeling
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