PairGS builds a relation graph from sparse pairwise affinities on 3D Gaussians to achieve SOTA open-vocabulary segmentation with a 50x faster variant than optimization-based methods.
Cos3d: Collaborative open-vocabulary 3d segmentation
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
CHOIR reconstructs articulated hand motion, object shape with 6D pose, and contact from monocular videos via coarse initialization, generative spatial rectification, and contact-aware joint optimization.
citing papers explorer
-
Relation-Centric Open-Vocabulary 3D Gaussian Segmentation
PairGS builds a relation graph from sparse pairwise affinities on 3D Gaussians to achieve SOTA open-vocabulary segmentation with a 50x faster variant than optimization-based methods.
-
CHOIR: Contact-aware 4D Hand-Object Interaction Reconstruction
CHOIR reconstructs articulated hand motion, object shape with 6D pose, and contact from monocular videos via coarse initialization, generative spatial rectification, and contact-aware joint optimization.