← Search

Mingxuan Wu

3 accepted papers

2025

Predict-Optimize-Distill: A Self-Improving Cycle for 4D Object Understanding

ICCV 2025poster

Whether snipping with scissors or opening a box, humans can quickly understand the 3D configurations of familiar objects. For novel objects, we can resort to long-form inspection to build intuition. The more we observe the object, the better we get at predicting its 3D state immediately. Existing sy…

Cited by 0SourcePDFScholar
2024

GARField: Group Anything with Radiance Fields

CVPR 2024poster

Grouping is inherently ambiguous due to the multiple levels of granularity in which one can decompose a scene --- should the wheels of an excavator be considered separate or part of the whole? We propose Group Anything with Radiance Fields (GARField) an approach for decomposing 3D scenes into a hier…

2024

Robot See Robot Do: Imitating Articulated Object Manipulation with Monocular 4D Reconstruction

CoRL 2024poster

Humans can learn to manipulate new objects by simply watching others; providing robots with the ability to learn from such demonstrations would enable a natural interface specifying new behaviors. This work develops Robot See Robot Do (RSRD), a method for imitating articulated object manipulation fr…

Cited by 15SourcecodeScholar