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Eurographics Symposium on Rendering 2020 – DL-only Track –

London, UK 29 June - 3 July 2020

Organized by

EUROGRAPHICS THEEUROPEANASSOCIATION

FORCOMPUTERGRAPHICS

Program Co-Chairs

Carsten Dachsbacher, Karlsruhe Institute of Technology (KIT), Germany Matt Pharr, NVIDIA, USA

Conference Co-Chairs

Abhijeet Ghosh, Imperial College London, UK Tobias Ritschel, University College London, UK

Tim Weyrich, University College London, UK

Proceedings Production Editor

Dieter Fellner (TU Darmstadt & Fraunhofer IGD, Germany) Sponsored by EUROGRAPHICS Association

DOI: 10.2312/sr.20202013 https://www.eg.org https://diglib.eg.org

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This work is subject to copyright.

All rights reserved, whether the whole or part of the material is concerned, specifically those of translation, reprinting, re-use of illustrations, broadcasting, reproduction by photocopying machines or similar means, and storage in data banks.

Copyright ©2020 by the Eurographics Association Postfach 2926, 38629 Goslar, Germany

Published by the Eurographics Association –Postfach 2926, 38629 Goslar, Germany–

in cooperation with

Institute of Computer Graphics & Knowledge Visualization at Graz University of Technology and

Fraunhofer IGD (Fraunhofer Institute for Computer Graphics Research), Darmstadt ISBN 978-3-03868-117-5

ISSN 1727-3463

The electronic version of the proceedings is available from the Eurographics Digital Library at https://diglib.eg.org

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Table of Contents

Table of Contents . . . iii

Sponsors . . . iv

International Programme Committee . . . v

Author Index . . . vi

Keynote . . . vii

Denoising and Filtering Temporal Normal Distribution Functions . . . 1

Lorenzo Tessari, Johannes Hanika, Carsten Dachsbacher, and Marc Droske Real-time Monte Carlo Denoising with the Neural Bilateral Grid . . . 13

Xiaoxu Meng, Quan Zheng, Amitabh Varshney, Gurprit Singh, and Matthias Zwicker Natural Appearance Multi-Scale Appearance Modeling of Granular Materials with Continuously Varying Grain Properties . . . 25

Cheng Zhang and Shuang Zhao Path Guiding Temporal Sample Reuse for Next Event Estimation and Path Guiding for Real-Time Path Tracing . . . 39

Addis Dittebrandt, Johannes Hanika, and Carsten Dachsbacher BxDFs Joint SVBRDF Recovery and Synthesis From a Single Image using an Unsupervised Generative Adversarial Network . . . 53 Yezi Zhao, Beibei Wang, Yanning Xu, Zheng Zeng, Lu Wang, and Nicolas Holzschuch

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Sponsors

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International Programme Committee Miika Aittala, NVIDIA, Finland

Tamy Boubekeur, Adobe, France Rachel Brown, NVIDIA, USA Yue Dong, MSR, China

George Drettakis, INRIA, France Philip Dutré, KU Leuven, Belgium Elmar Eisemann, TU Delft, Netherlands Elena Garces, Technicolor, France Iliyan Georgiev, Solid Angle, UK

Toshiya Hachisuka, University Tokyo, Japan Eric Heitz, Unity, France

Nicolas Holzschuch, INRIA, France Wojciech Jarosz, Dartmouth, USA

Nima Kalantari, Texas A&M University, USA Anton Kaplanyan, Facebook, USA

Jaakko Lehtinen, Aalto University and NVIDIA, Finland Hendrik Lensch, Tübingen University, Germany

Tzu-Mao Li, MIT, USA Steve Marschner, Cornell, USA

Belen Masia, Universitiy Zaragoza, Spain Diego Nehab, IMPA, Brazil

Jan Novak, NVIDIA, Switzerland Derek Nowrouzezahrai, McGill, Canada

Marta Ortín Obón, University of Zaragoza, Spain Pieter Peers, College of William & Mary, USA Fabio Pellacini, Sapienza University of Rome, Italy Christoph Peters, KIT, Germany

Jeppe Revall Frisvad, Technical University of Denmark, Denmark Holly Rushmeier, Yale University, USA

Pedro Sander, Hong Kong, China Peter-Pike Sloan, Activision, USA

Laszlo Szirmay-Kalos, Budapest University of Technology and Economics, Hungary Karthik Vaidyanathan, Intel, USA

Li-Yi Wei, Univ. of Hong Kong, Hong Kong Andrea Weidlich, Weta Digital, NZ

Michael Wimmer, TU Wien, Austria Hongzhi Wu, Zhejiang University, China Kun Xu, Tsinghua University, China Lingqi Yan, UC Santa Barbara, USA Sung-Eui Yoon, KAIST, South Korea Kun Zhou, Zhejiang University, China

Matthias Zwicker, University of Maryland, USA

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Author Index Dachsbacher, Carsten . . . 1, 39

Dittebrandt, Addis . . . 39

Droske, Marc . . . 1

Hanika, Johannes . . . 1, 39 Holzschuch, Nicolas . . . 53

Meng, Xiaoxu . . . 13

Singh, Gurprit . . . 13

Tessari, Lorenzo . . . 1

Varshney, Amitabh . . . 13

Wang, Beibei . . . 53

Wang, Lu . . . 53

Xu, Yanning . . . 53

Zeng, Zheng . . . 53

Zhang, Cheng . . . 25

Zhao, Shuang . . . 25

Zhao, Yezi . . . 53

Zheng, Quan . . . 13

Zwicker, Matthias . . . 13

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Keynote

Generative Models for Image Synthesis

Jan Kautz

Short Biography

Jan Kautz is VP of Learning and Perception Research at NVIDIA. Jan and his team pursue fundamental research in the areas of computer vision and deep learning, including visual perception, geometric vision, generative mod- els, and efficient deep learning. His and his team’s work has been recognized with various awards and has been regularly featured in the media. Before joining NVIDIA in 2013, Jan was a tenured faculty member at University College London. He holds a BSc in Computer Science from the University of Erlangen-Nürnberg (1999), an MMath from the University of Waterloo (1999), received his PhD from the Max-Planck-Institut für Informatik (2003), and worked as a post-doctoral researcher at the Massachusetts Institute of Technology (2003-2006).

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