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Computer Vision

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Research Frontiers in Neural Radiance Fields for Novel View Synthesis

Investigating implicit neural representations to synthesize photorealistic novel views of scenes from sparse image collections.

Temporal Coherence in Dynamic Neural Radiance Fields
Sparse View Reconstruction: Pushing NeRF Limits
Generalizable Radiance Fields Across Unseen Scenes
Neural Geometry: Implicit Surfaces Beyond Density
Real-Time NeRF Rendering at Scale
Disentangling Appearance and Geometry in Radiance Fields
Few-Shot Novel View Synthesis from Single Images
Photorealistic Material Estimation in Neural Fields
Dynamic Lighting and Relighting in NeRF Spaces
Semantic Editing and Control in Learned Radiance Fields

All Computer Vision PhD categories