
Realtime Neural Radiance Caching for Path Tracing
We present a realtime neural radiance caching method for pathtraced gl...
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Compressing 1D TimeChannel Separable Convolutions using Sparse Random Ternary Matrices
We demonstrate that 1x1convolutions in 1D timechannel separable convol...
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Artificial Neural Networks generated by Low Discrepancy Sequences
Artificial neural networks can be represented by paths. Generated as ran...
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Neural Control Variates
We propose neural control variates (NCV) for unbiased variance reduction...
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Rethinking Full Connectivity in Recurrent Neural Networks
Recurrent neural networks (RNNs) are omnipresent in sequence modeling ta...
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Instant Quantization of Neural Networks using Monte Carlo Methods
Low bitwidth integer weights and activations are very important for eff...
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Massively Parallel Path Space Filtering
Restricting path tracing to a small number of paths per pixel for perfor...
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Massively Parallel Construction of Radix Tree Forests for the Efficient Sampling of Discrete Probability Distributions
We compare different methods for sampling from discrete probability dist...
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Massively Parallel Stackless Ray Tracing of CatmullClark Subdivision Surfaces
We present a fast and efficient method for intersecting rays with Catmul...
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Fast, High Precision Ray/Fiber Intersection using Tight, Disjoint Bounding Volumes
Analyzing and identifying the shortcomings of current subdivision method...
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Integral Equations and Machine Learning
As both light transport simulation and reinforcement learning are ruled ...
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Machine Learning and Integral Equations
As both light transport simulation and reinforcement learning are ruled ...
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The Iray Light Transport Simulation and Rendering System
While ray tracing has become increasingly common and path tracing is wel...
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Learning Light Transport the Reinforced Way
We show that the equations of reinforcement learning and light transport...
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Alexander Keller
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