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Found 3 papers, 1 papers with code
MatryODShka: Real-time 6DoF Video View Synthesis using Multi-Sphere Images
Our approach is to simultaneously learn depth and disocclusions via a multi-sphere image representation, which can be rendered with correct 6DoF disparity and motion parallax in VR.
Roominoes: Generating Novel 3D Floor Plans From Existing 3D Rooms
We then discuss different strategies for solving the problem, and design two representative pipelines: one uses available 2D floor plans to guide selection and deformation of 3D rooms; the other learns to retrieve a set of compatible 3D rooms and combine them into novel layouts.
VectorAdam for Rotation Equivariant Geometry Optimization
We demonstrate this approach on problems in machine learning and traditional geometric optimization, showing that equivariant VectorAdam resolves the artifacts and biases of traditional Adam when applied to vector-valued data, with equivalent or even improved rates of convergence.
