3 papers
cs.GR2025
Stochastic Poisson Surface Reconstruction with One Solve using Geometric Gaussian Processes
Sidhanth Holalkere, David S. Bindel, Silvia Sellán +1
Poisson Surface Reconstruction is a widely-used algorithm for reconstructing a surface from an oriented point cloud. To facilitate applications where only partial surface informati…
stat.ML2023
Riemannian Residual Neural Networks
Isay Katsman, Eric Ming Chen, Sidhanth Holalkere +4
Recent methods in geometric deep learning have introduced various neural networks to operate over data that lie on Riemannian manifolds. Such networks are often necessary to learn…
cs.CV2023
Ray Conditioning: Trading Photo-consistency for Photo-realism in Multi-view Image Generation
Eric Ming Chen, Sidhanth Holalkere, Ruyu Yan +2
Multi-view image generation attracts particular attention these days due to its promising 3D-related applications, e.g., image viewpoint editing. Most existing methods follow a par…