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10/05/2020
Photon-Driven Neural Path Guiding
Although Monte Carlo path tracing is a simple and effective algorithm to...
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05/26/2020
Survey: Machine Learning in Production Rendering
In the past few years, machine learning-based approaches have had some g...
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04/25/2020
Deep Photon Mapping
Recently, deep learning-based denoising approaches have led to dramatic ...
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11/27/2019
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness
We present Uncertainty-aware Cascaded Stereo Network (UCS-Net) for 3D re...
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12/06/2018
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding
We present PartNet: a consistent, large-scale dataset of 3D objects anno...
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10/04/2018
Towards Fast and Energy-Efficient Binarized Neural Network Inference on FPGA
Binarized Neural Network (BNN) removes bitwidth redundancy in classical ...
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08/16/2018
2DR: Towards Fine-Grained 2-D RFID Touch Sensing
In this paper, we introduce 2DR, a single RFID tag which can seamlessly ...
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06/20/2018