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Multimedia Graphics Vision Computing

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Multimedia Graphics Vision Computing

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Research Frontiers in Differentiable Rendering and Inverse Graphics

Investigation of differentiable rendering pipelines for recovering 3D scene properties and material parameters from images through gradient-based optimization.

Neural Geometry Reconstruction from Unstructured Light Fields

Inverse Physics: Learning Material Properties from Video

Differentiable Path Tracing in Non-Euclidean Spaces

Volumetric Appearance Decomposition via Gradient Flow

Real-Time Inverse Rendering with Occlusion Uncertainty

Implicit Surface Derivatives for Discontinuous Geometry

Spectral Inverse Graphics: Beyond RGB Reconstruction

Differentiable Light Transport in Participating Media

Joint Inverse Estimation of Geometry and Subsurface Scattering

Probabilistic Shape Recovery from Shadows and Silhouettes

All Multimedia, Graphics & Vision Computing PhD categories