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Neural radiance caching
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Title
Title
1. Real-time Neural Radiance Caching for Path Tracing
Introduction
Introduction
2. Introduction
Neural Radiance Caching
Neural Radiance Caching
3. Algorithm Overview
Neural Radiance Caching
4. Fast Adaptation of the Cache by Self-training
Neural Radiance Caching
5. Temporally Stable Cache Queries
Neural Radiance Caching
6. Path Termination
Neural Radiance Caching
7. Amortization in a Real-time Path Tracer
Neural Radiance Caching
8. Input Encoding
Neural Networks
Neural Networks
9. Fully Fused Neural Networks
Neural Networks
10. Practical Considerations and Performance
Results
Results
11. Real-time Rendering and Results
DDGI Comparison
DDGI Comparison
12. Comparison with Dynamic Diffuse Global Illumination
Results
Results
13. Performance Breakdown
Discussion
Discussion
14. Discussion and Future Work
NRC Implementation Pipeline Overview
NRC Implementation Pipeline Overview
15. NRC Implementation Pipeline Overview
NRC Implementation Pipeline Overview
16. Path Tracing Initialization
NRC Implementation Pipeline Overview
17. Neural Radiance Cache Optimization
NRC Implementation Pipeline Overview
18. Path Termination Heuristic
NRC Implementation Pipeline Overview
19. Efficient Cache Queries
NRC Implementation Pipeline Overview
20. Neural Network Structure
NRC Implementation Pipeline Overview
21. Training and Inference Performance
Neural radiance caching