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cs.CV2024
Single-View 3D Reconstruction via SO(2)-Equivariant Gaussian Sculpting Networks
Ruihan Xu, Anthony Opipari, Joshua Mah +4
This paper introduces SO(2)-Equivariant Gaussian Sculpting Networks (GSNs) as an approach for SO(2)-Equivariant 3D object reconstruction from single-view image observations. GSNs t…
cs.CV2018
Pull Message Passing for Nonparametric Belief Propagation
Karthik Desingh, Anthony Opipari, Odest Chadwicke Jenkins
We present a "pull" approach to approximate products of Gaussian mixtures within message updates for Nonparametric Belief Propagation (NBP) inference. Existing NBP methods often re…