Siggraph 2019 Reviews

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This issue lists the Siggraph 2019 papers and their review state.

To contribute:

1. Identify a paper you are willing to review
2. Post a comment with the paper name
3. Add your review as described here: https://replicability.graphics/index.html#contribute

Image Science

• Hyperparameter Optimization in Black-box Image Processing using Differentiable Proxies, Ethan Tseng, Felix Yu, Yuting Yang (Princeton University), Fahim Mannan, Karl St. Arnaud (Algolux), Derek Nowrouzezahrai (McGill University), Jean-Francois Lalonde (Universite Laval), Felix Heide (Princeton University and Algolux)
• Synthetic Defocus and Look-Ahead Autofocus for Casual Videography . Xuaner (Cecilia) Zhang (UC Berkeley), Kevin Matzen (Facebook), Vivien Nguyen, Dillon Yao, You Zhang, Ren Ng (UC Berkeley)
• Handheld Multi-Frame Super-Resolution. B. Wronski, I. Garcia-Dorado, Manfred Ernst, Damien Kelly, Michael Krainin, Chia-Kai Liang, M. Levoy, P. Milanfar (Google Research)
• Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines . Ben Mildenhall*, Pratul Srinivasan* (UC Berkeley), Rodrigo Ortiz-Cayon (Fyusion Inc.), Nima Khademi Kalantari (Texas A&M), Ravi Ramamoorthi (University of California, San Diego), Ren Ng (UC Berkeley), Abhishek Kar (Fyusion Inc.) *denotes equal contribution

Shape Science

• Visual Smoothness of Polyhedral Surfaces . Davide Pellis, Martin Kilian, Felix Dellinger (TU Wien), Johannes Wallner (TU Graz), Helmut Pottmann (KAUST)
• Progressive Embedding . Hanxiao Shen, Zhongshi Jiang, Denis Zorin, Daniele Panozzo (New York University)
• Atlas Refinement with Bounded Packing Efficiency . Haoyu Liu, Xiao-Ming Fu, Chunyang Ye, Shuangming Chai, Ligang Liu (University of Science and Technology of China)
• Weaving Geodesic Foliations Presentation . Josh Vekhter (The University of Texas at Austin and Foolish Products, LLC), Jiacheng Zhuo, Luisa F. Gil Fandino, Qixing Huang, Etienne Vouga (The University of Texas at Austin)
• Gaussian-Product Subdivision Surfaces . Reinhold Preiner (TU Graz), Tamy Boubekeur (Telecom-ParisTech), Michael Wimmer (TU Wien)

Light Science

• Hierarchical Russian Roulette for Vertex Connections . Yusuke Tokuyoshi (Square Enix CO., LTD.), Takahiro Harada (AMD)
• Optimal Multiple Importance Sampling . Ivo Kondapaneni, Petr Vevoda (Charles University), Pascal Grittmann (Saarland University), Tomas Skrivan (IST Austria), Philipp Slusallek (Saarland University), Jaroslav Krivanek (Charles University)
• Ellipsoidal Path Connections For Time-Gated Rendering . Adithya Pediredla (Rice University and Carnegie Mellon University), Ashok Veeraraghavan (Rice University), Ioannis Gkioulekas (Carnegie Mellon University)
• A Monte Carlo Framework for Rendering Speckle Statistics in Scattering Media . Chen Bar, Marina Alterman (Technion), Ioannis Gkioulekas (Carnegie Mellon University), Anat Levin (Technion)
• Rodent: Generating Renderers without Writing a Generator . Arsene Perard-Gayot (Saarland University), Richard Membarth (DFKI and Saarland University), Roland Leissa, Sebastian Hack (Saarland University), Philipp Slusallek (DFKI and Saarland University)

Capture Control

• Interactive Hand Pose Estimation using a Stretch-Sensing Soft Glove . Oliver Glauser, Shihao Wu (ETH Zurich), Daniele Panozzo (New York University), Otmar Hilliges, Olga Sorkine-Hornung (ETH Zurich)
• Learning To Fly: Computational Controller Design For Hybrid UAVs With Reinforcement Learning . Jie Xu, Tao Du, Michael Foshey, Beichen Li (MIT CSAIL), Bo Zhu (Dartmouth College), Adriana Schulz (University of Washington), Wojciech Matusik (MIT CSAIL)
• Designing Chain Reaction Contraptions from Causal Graphs . Robin Roussel (University College London), Marie-Paule Cani (Ecole Polytechnique), Jean-Claude Leon (University of Grenoble INP), Niloy Mitra (University College London)

Advanced Volume Rendering

• Photon surfaces for robust, unbiased volumetric density estimation . Xi Deng, Shaojie Jiao, Benedikt Bitterli, Wojciech Jarosz (Dartmouth College)
• A null-scattering path integral formulation of light transport . Bailey Miller (Dartmouth College), Iliyan Georgiev (Autodesk), Wojciech Jarosz (Dartmouth College)
• Fractional Gaussian Fields for Modeling and Rendering of Spatially-Correlated Media Video. Jie Guo, Yanjun Chen, Bingyang Hu (Nanjing University), Ling-Qi Yan (University of California, Santa Barbara), Yanwen Guo, Yuntao Liu (Nanjing University)

Human Capture and Modeling

• Accurate Markerless Jaw Tracking for Facial Performance Capture Video. Gaspard Zoss (Disney Research and ETH Zurich), Thabo Beeler (Disney Research), Markus Gross (Disney Research and ETH Zurich), Derek Bradley (Disney Research)
• Creating Impactful Characters: Correcting Human Impact Accelerations Using High-Rate IMUs in Dynamic Activities. Calvin Kuo, Ziheng Liang (University of British Columbia), Ye Fan (University of British Columbia and Vital Mechanics Research), Jean-Sebastien Blouin (University of British Columbia), Dinesh K. Pai (University of British Columbia and Vital Mechanics Research)
• InteractionFusion: Real-Time Reconstruction of Hand Poses and Deformable Objects in Hand-object Interactions Video. Hao Zhang, Zi-Hao Bo, Jun-Hai Yong, Feng Xu (Tsinghua University)
• Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera Video. Franziska Mueller (Max Planck Institute for Informatics and Saarland Informatics Campus), Micah Davis (Universidad Rey Juan Carlos), Florian Bernard, Oleksandr Sotnychenko (Max Planck Institute for Informatics and Saarland Informatics Campus), Mickeal Verschoor, Miguel A. Otaduy, Dan Casas (Universidad Rey Juan Carlos), Christian Theobalt (Max Planck Institute for Informatics and Saarland Informatics Campus)

Meshing

• Parametrization Quantization with Free Boundaries for Trimmed Quad Meshing . Max Lyon (RWTH Aachen University), Marcel Campen (Osnabruck University), David Bommes (University of Bern), Leif Kobbelt (RWTH Aachen University)
• TriWild: Robust Triangulation with Curve Constraints . Yixin Hu, Teseo Schneider, Xifeng Gao (New York University), Qingnan Zhou (Adobe Research), Alec Jacobson (University of Toronto), Denis Zorin, Daniele Panozzo (New York University)
• Finding Hexahedrizations for Small Quadrangulations of the Sphere . Kilian Verhetsel, Jeanne Pellerin, Jean-Francois Remacle (Universite catholique de Louvain)
• Harmonic Triangulations . Marc Alexa (TU Berlin)
• Navigating Intrinsic Triangulations . Nicholas Sharp, Yousuf Soliman, Keenan Crane (Carnegie Mellon University)

High Performance Rendering

• Beyond Trilinear Interpolation: Higher Quality for Free. Cs%c3%a9bfalvi Bal%c3%a1zs (Budapest University of Technology and Economics)
• Procedural Phasor Noise . Thibault Tricard, Semyon Efremov, Cedric Zanni, Fabrice Neyret, Jonas Martinez, Sylvain Lefebvre (INRIA)
• TileGAN: Synthesis of Large-Scale Non-Homogeneous Textures Video. Anna Fruhstuck, Ibraheem Alhashim, Peter Wonka (KAUST)

Photo Science

• Distortion-Free Wide-Angle Portraits on Camera Phones Video. YiChang Shih, Wei-Sheng Lai, Chia-Kai Liang (Google)
• Semantic Photo Manipulation With a Generative Image Prior . David Bau (Massachusetts Institute of Technology and MIT-IBM Watson AI Lab), Hendrik Strobelt (IBM Research and MIT-IBM Watson AI Lab), William Peebles, Jonas Wulff (Massachusetts Institute of Technology), Bolei Zhou (The Chinese University of Hong Kong), Jun-Yan Zhu, Antonio Torralba (Massachusetts Institute of Technology)
• The Face of Art: Landmark Detection and Geometric Style in Portraits Data. Jordan Yaniv, Yael Newman, Ariel Shamir (The Interdisciplinary Center)

Textiles and Fabrication

• Wallpaper Pattern Alignment along Garment Seams Video. Katja Wolff, Olga Sorkine-Hornung (ETH Zurich)
• Visual Knitting Machine Programming . Vidya Narayanan* (Carnegie Mellon University), Kui Wu*, Cem Yuksel (University of Utah), Jim McCann (Carnegie Mellon University) (* joint first authors)
• Computational Peeling Art Design Abstract. Hao Liu, Xiaoteng Zhang, Xiao-Ming Fu, Zhichao Dong, Ligang Liu (University of Science and Technology of China)

Neural Rendering

• VR Facial Animation via Multiview Image Translation Video. Shih-En Wei, Jason Saragih, Tomas Simon, Adam W. Harley, Stephen Lombardi, Michal Perdoch, Alexander Hypes, Dawei Wang, Hernan Badino, Yaser Sheikh (Facebook Reality Labs)
• Text-based Editing of Talking-head Video Video. Ohad Fried (Stanford University), Ayush Tewari (Max Planck Institute for Informatics), Michael Zollhofer (Stanford University), Adam Finkelstein (Princeton University), Eli Shechtman (Adobe Research), Dan B Goldman (), Kyle Genova (Princeton University), Zeyu Jin (Adobe Research), Christian Theobalt (Max Planck Institute for Informatics), Maneesh Agrawala (Stanford University)
• Neural Volumes: Learning Dynamic Renderable Volumes From Images Video. Stephen Lombardi, Tomas Simon, Jason Saragih, Gabriel Schwartz, Andreas Lehrmann, Yaser Sheikh (Facebook, Inc.)
• Deferred Neural Rendering: Image Synthesis using Neural Textures Video. Justus Thies (Technical University of Munich), Michael Zollhofer (Stanford University), Matthias Niessner (Technical University of Munich)

Deformation and FEM

• Anisotropic elasticity for inversion-safety and element rehabilitation . Theodore Kim, Fernando de Goes, Hayley Iben (Pixar Animation Studios)
• Decomposed Optimization Time Integrator for Large-Step Elastodynamics Video. Minchen Li (University of Pennsylvania and Adobe Research), Ming Gao (University of Pennsylvania), Timothy Langlois (Adobe Research), Chenfanfu Jiang (University of Pennsylvania), Danny M. Kaufman (Adobe Research)
• Affine Interpolation in a Lie Group Framework. Sumukh Bansal, Aditya Tatu (DA-IICT)

Learning to Move

• Synthesis of Biologically Realistic Human Motion Using Joint Torque Actuation Video. Yifeng Jiang (Georgia Institute of Technology), Tom Wouwe, Friedl De Groote (KU Leuven), C. Karen Liu (Georgia Institute of Technology)
• Scalable Muscle-actuated Human Simulation and Control Video. Seunghwan Lee (Seoul National University), Kyoungmin Lee, Moonseok Park (Seoul National University Bundang Hosiptial), Jehee Lee (Seoul National University)
• Physics-based Full-body Soccer Motion Control for Dribbling and Shooting Video. Seokpyo Hong, Daseong Han, Kyungmin Cho, Joseph S. Shin(formerly Sung Yong Shin), Junyong Noh (KAIST)
• Learning Character-Agnostic Motion for Motion Retargeting in 2D . Kfir Aberman (Beijing Film Academy and Tel Aviv University), Rundi Wu (Peking University), Dani Lischinski (The Hebrew University of Jerusalem), Baoquan Chen (Peking University), Daniel Cohen-Or (Tel Aviv University)

Relighting and View Synthesis

• Deep View Synthesis from Sparse Photometric Images Video. Zexiang Xu, Sai Bi (University of California, San Diego), Kalyan Sunkavalli (Adobe Research), Sunil Hadap, Hao Su, Ravi Ramamoorthi (University of California, San Diego)
• Deep Reflectance Fields - High-Quality Facial Reflectance Field Inference From Color Gradient Illumination Video. Abhimitra Meka (Max Planck Institute for Informatics / Saarland Informatics Campus / Google), Christian Haene, Rohit Pandey (Google), Michael Zollhofer (Max Planck Institute for Informatics and Stanford University), Sean Fanello, Graham Fyffe, Adarsh Kowdle, Xueming Yu, Jay Busch, Jason Dourgarian, Peter Denny, Sofien Bouaziz, Peter Lincoln, Matt Whalen, Geoff Harvey, Jonathan Taylor, Shahram Izadi, Andrea Tagliasacchi, Paul Debevec (Google), Christian Theobalt (Max Planck Institute for Informatics and Saarland Informatics Campus), Julien Valentin, Christoph Rhemann (Google)
• Multi-view Relighting using a Geometry-Aware Network Video. Julien Philip (Universite Cote d'Azur, Inria), Michael Gharbi (Adobe), Tinghui Zhou, Alexei (Alyosha) Efros (UC Berkeley), George Drettakis (Universite Cote d'Azur, Inria)
• Single Image Portrait Relighting Video. Tiancheng Sun (University of California, San Diego), Jonathan T. Barron, Yun-Ta Tsai (Google Research), Zexiang Xu (University of California, San Diego), Xueming Yu, Graham Fyffe, Christoph Rhemann, Jay Busch, Paul Debevec (Google), Ravi Ramamoorthi (University of California, San Diego)

Fabrication

• Surface2Volume: Surface Segmentation Conforming Assemblable Volumetric Partition Video. Chrystiano Araujo*, (University of British Columbia), Daniela Cabiddu*, Marco Attene, Marco Livesu (CNR-IMATI), Nicholas Vining, Alla Sheffer (University of British Columbia) (* joint first authors)
• CurviSlicer: Slightly curved slicing for 3-axis printers . Jimmy Etienne (Université de Lorraine and INRIA), Nicolas Ray (INRIA), Daniele Panozzo (New York University), Samuel Hornus, (INRIA), Charlie C. L. Wang (The Chinese University of Hong Kong), Jonas Martinez, Sara McMains (), Marc Alexa (TU Berlin), Brian Wyvill (University of Victoria), Sylvain Lefebvre (INRIA)
• Star-Shaped Metrics for Mechanical Metamaterial Design . Jonas Martinez (INRIA), Melina Skouras (IMAGINE), Christian Schumacher (ETH Zurich), Samuel Hornus, Sylvain Lefebvre (INRIA), Bernhard Thomaszewski (Universite de Montreal)
• X-Shells: A New Class of Deployable Beam Structures . Julian Panetta, Mina Konakovic, Florin Isvoranu (EPFL), Etienne Bouleau (INGENI SA Geneve), Mark Pauly (EPFL)

Scene and Object Reconstruction

• Multi-Robot Collaborative Dense Scene Reconstruction Video. Siyan Dong (Shandong University), Kai Xu (National University of Defense Technology (NUDT)), Qiang Zhou (Shandong University), Andrea Tagliasacchi (University of Victoria), Shiqing Xin (Shandong University), Matthias Niebner (Technical University of Munich), Baoquan Chen (Shandong University and Peking University)
• A Symmetric Objective Function for ICP . Szymon Rusinkiewicz (Princeton University)
• Warp-and-Project Tomography for Rapidly Deforming Objects Video. Guangming Zang, Ramzi Idoughi, Ran Tao, Gilles Lubineau, Peter Wonka, Wolfgang Heidrich (KAUST)

Transport: Parallel and Optimal

• Symmetric Moving Frames . Etienne Corman (University of Toronto), Keenan Crane (Carnegie Mellon University)
• Optimal Transport-Based Polar Interpolation of Directional Fields . Justin Solomon (Massachusetts Institute of Technology), Amir Vaxman (Utrecht University)
• SPOT: Sliced Partial Optimal Transport . Nicolas Bonneel, David Coeurjolly (Univ. Lyon - CNRS)

Off the Deep End

• MeshCNN: A Network with an Edge Video Presentation Data . Rana Hanocka, Amir Hertz, Noa Fish, Raja Giryes (Tel Aviv University), Shachar Fleishman (Amazon), Daniel Cohen-Or (Tel Aviv University)
• SAGNet: Structure-aware Generative Network for 3D-Shape Modeling Video. Zhijie Wu, Xiang Wang, Di Lin (Shenzhen University), Dani Lischinski (The Hebrew University of Jerusalem), Daniel Cohen-Or, Hui Huang (Shenzhen University)
• iMapper: Interaction-guided Scene Mapping from Monocular Videos . Aron Monszpart, Paul Guerrero (University College London), Duygu Ceylan (Adobe Research), Ersin Yumer (Uber ATG), Niloy Mitra (University College London)

Fluids I

• On the Accurate Large-scale Simulation of Ferrofluids Video. Libo Huang, Torsten Haedrich, Dominik L. Michels (KAUST)
• An Adaptive Variational Finite Difference Framework for Efficient Symmetric Octree Viscosity . Ryan Goldade, Yipeng Wang (University of Waterloo), Mridul Aanjaneya (Rutgers University), Christopher Batty (University of Waterloo)
• Mixing Sauces: A Viscosity Blending Model for Shear Thinning Fluids Video. Kentaro Nagasawa*, Takayuki Suzuki (The University of Tokyo), Ryohei Seto (Kyoto University), Masato Okada (The University of Tokyo), Yonghao Yue* (The University of Tokyo and Aoyama Gakuin University) *Authors contributed equally

VR and AR

• SurfaceBrush: From Virtual Reality Drawings to Manifold Surfaces . Enrique Rosales (University of British Columbia and Universidad Panamericana), Jafet Rodriguez (Universidad Panamericana), Alla Sheffer (University of British Columbia)
• Luminance-Contrast-Aware Foveated Rendering Video. Okan Tarhan Tursun (MPI Informatik), Elena Arabadzhiyska (MPI Informatik and Saarland University), Marek Wernikowski (MPI Informatik and West Pomeranian University of Technology), RadosÅ‚aw Mantiuk (West Pomeranian University of Technology), Hans-Peter Seidel, Karol Myszkowski (MPI Informatik), Piotr Didyk (Universita della Svizzera italiana)
• Foveated AR: Dynamically-Foveated Augmented Reality Display . Jonghyun Kim, Youngmo Jeong, Michael Stengel, Kaan Aksit, Rachel Albert, Ward Lopes, Trey Greer, Ben Boudaoud, Alexander Majercik, Josef Spjut, Morgan McGuire, David Luebke (NVIDIA research)
• Vidgets: Modular Mechanical Widgets for Mobile Devices Video. Chang Xiao (Columbia University), Karl Bayer (Snap Inc.), Changxi Zheng (Columbia University), Shree K. Nayar (Snap Inc.)

Motion is in Control

• Tangent-Space Optimization for Interactive Animation Control Video. Loic Ciccone (ETH Zurich), Cengiz Oztireli (Disney Research Studios), Robert Sumner (Disney Research Studios and ETH Zurich)
• Vibration-Minimizing Motion Retargeting for Robotic Characters Video. Shayan Hoshyari (Disney Research and University of British Columbia), Hongyi Xu, Espen Knoop (Disney Research), Stelian Coros (ETH Zurich), Moritz Bacher (Disney Research)
• PuppetMaster: Robotic Animation of Marionettes Video. Simon Zimmermann (and ETH Zurich), Roi Poranne (and ETH Zurich and University of Haifa), James Bern, Stelian Coros (and ETH Zurich)
• REDMAX: Efficient & Flexible Approach for Articulated Dynamics . Ying Wang, Nicholas J. Weidner, Margaret A. Baxter, Yura Hwang (Texas A&M University), Danny M. Kaufman (Adobe Research), Shinjiro Sueda (Texas A&M University)

Maps and Operators

• Spectral Coarsening of Geometric Operators . Hsueh-Ti Derek Liu, Alec Jacobson (University of Toronto), Maks Ovsjanikov (Ecole Polytechnique)
• Tensor Maps for Synchronizing Heterogeneous Shape Collections . Qixing Huang, Zhenxiao Liang (The University of Texas at Austin), Haoyun Wang (Tsinghua University), Simiao Zuo, Chandrajit Bajaj (The University of Texas at Austin)

Video

• Stylizing Video by Example . Ondrej Jamriska, Sarka Sochorova, Ondeej Texler (Czech Technical University in Prague), Michal Lukac, Jakub Fiser, Jingwan Lu, Eli Shechtman (Adobe Research), Daniel Sykora (Czech Technical University in Prague)
• Interactive and Automatic Navigation for 360° Video Playback . Kyoungkook Kang, Sunghyun Cho (DGIST)

Fabricated Results

• Computational design of fabric formwork Video. Xiaoting Zhang, Guoxin Fang, Melina Skouras, Gwenda Gieseler, Charlie C. L. Wang (The Chinese University of Hong Kong), Emily Whiting (Boston University)
• Volume-Aware Design of Composite Molds Video. Thomas Alderighi (University of Pisa and ISTI - CNR), Luigi Malomo, Daniela Giorgi (ISTI - CNR), Bernd Bickel (IST Austria), Paolo Cignoni (ISTI - CNR), Nico Pietroni (University of Technology Sydney and ISTI - CNR)
• Geometry-Aware Scattering Compensation for 3D Printing . Denis Sumin (MPI Informatik), Tobias Rittig (Charles University), Vahid Babaei (MPI Informatik), Thomas Nindel, Alexander Wilkie (Charles University), Piotr Didyk (Universita della Svizzera italiana), Bernd Bickel (IST Austria), Jaroslav Krivanek (Charles University), Karol Myszkowski (MPI Informatik), Tim Weyrich (University College London)
• LayerCode: Optical Barcodes for 3D Printed Shapes Video. Henrique Teles Maia (Columbia University), Dingzeyu Li (Adobe Research), Yuan Yang, Changxi Zheng (Columbia University)

Animation and Skinning

• Direct Delta Mush Skinning and Variants Video. Binh Huy Le (SEED - Electronic Arts), JP Lewis (Google AI)
• NeuroSkinning: Automatic Skin Binding for Production Characters with Deep Graph Networks . Lijuan Liu, Youyi Zheng, Di Tang, Yi Yuan, Changjie Fan, Kun Zhou (Zhejiang University)
• Hand Modeling and Simulation Using Stabilized Magnetic Resonance Imaging Video. Bohan Wang, George Matcuk, Jernej Barbic (University of Southern California)

Computational Imaging

• Wave-based Non-line-of-sight Imaging using Fast fk-Migration . David Lindell, Matthew O'Toole, Gordon Wetzstein (Stanford University)
• Compact Snapshot Hyperspectral Imaging with Diffracted Rotation . Daniel S. Jeon, Seung-Hwan Baek, Shinyoung Yi (KAIST), Qiang Fu, Xiong Dun, Wolfgang Heidrich (KAUST), Min H. Kim (KAIST)

MPM and Collision

• Silly Rubber: An Implicit Material Point Method for Simulating Non-equilibrated Viscoelastic and Elastoplastic Solids Video. Yu Fang, Minchen Li, Ming Gao, Chenfanfu Jiang (University of Pennsylvania)
• CD-MPM: Continuum Damage Material Point Methods for Dynamic Fracture Animation Video. Joshuah Wolper, Yu Fang, Minchen Li, Jiecong Lu, Ming Gao, Chenfanfu Jiang (University of Pennsylvania)
• Implicit Untangling: A robust solution for modeling layered clothing . Thomas Buffet, Damien Rohmer (Ecole Polytechnique), Loic Barthe (IRIT), Laurence Boissieux (INRIA), Marie-Paule Cani (Ecole Polytechnique)

Sound Graphics

• Learning to Optimize Halide with Tree Search and Random Programs . Andrew Adams (Facebook AI Research), Karima Ma (UC Berkeley), Luke Anderson Riyadh Baghdadi, Michael Gharbi Tzu-Mao Li Benoit Steiner (), Steven Johnson (), Kayvon Fatahalian (Stanford University), Fredo Durand (MIT CSAIL), Jonathan Ragan-Kelley (UC Berkeley)
• KleinPAT: Optimal Mode Conflation for Time-Domain Precomputation of Acoustic Transfer Video. Jui-Hsien Wang (Stanford University), Doug L. James (Stanford University and Pixar Animation Studios)
• Physically Based Statistical Simulation of Rain Sound. Shiguang Liu, Haonan Cheng (Tianjin University), Yiying Tong (Michigan State University)
• Variational Implicit Point Set Surfaces Data . Zhiyang Huang (Washington University in St. Louis), Nathan Carr (Adobe Research), Tao Ju (Washington University in St. Louis)

Machine Learning for Rendering

• Sample-Based Monte Carlo Denoising Using a Kernel-Splatting Network . Michael Gharbi (Adobe), Tzu-Mao Li, Miika Aittala (MIT CSAIL), Jaakko Lehtinen (Aalto University), Fredo Durand (MIT CSAIL)
• Deep Convolutional Reconstruction for Gradient-Domain Rendering. Markus Kettunen, Erik Harkonen, Jaakko Lehtinen (Aalto University)
• A Learned Shape-Adaptive Subsurface Scattering Model . Delio Vicini (EPFL), Vladlen Koltun (Intel Labs), Wenzel Jakob (EPFL)

Fluids II

• Efficient and Conservative Fluids Using Bidirectional Mapping Video. Ziyin Qu* (AICFVE and University of Pennsylvania), Xinxin Zhang* (AICFVE), Ming Gao, Chenfanfu Jiang (University of Pennsylvania), Baoquan Chen (Peking University) (*joint 1st authors)
• On Bubble Rings and Ink Chandeliers Video. Marcel Padilla, Albert Chern, Felix Knoppel, Ulrich Pinkall (Technische Universitat Berlin), Peter Schroder (Caltech)
• Fundamental solutions for water wave animation . Camille Schreck, Christian Hafner, Chris Wojtan (IST Austria)

Design and Layout

• Synthetic Silviculture: Multi-scale Modeling of Plant Ecosystems Video. Milosz Makowski (Adam Mickiewicz University), Torsten Hadrich, Jan Scheffczyk, Dominik L. Michels (KAUST), Soren Pirk (Google Brain), Wojciech Palubicki (Adam Mickiewicz University)
• PlanIT: Planning and Instantiating Indoor Scenes with Relation Graph and Spatial Prior Networks . Kai Wang, Yu-an Lin, Ben Weissmann (Brown University), Manolis Savva Angel X. Chang (Simon Fraser University), Daniel Ritchie (Brown University)
• Content-aware Generative Modeling of Graphic Design Layouts . Xinru Zheng*, Xiaotian Qiao*, Ying Cao, Rynson Lau (City University of Hong Kong) (* joint first authors)

Acquiring, Perceiving and Rendering Material Appearance

• Using moments to represent bounded signals for spectral rendering . Christoph Peters, Sebastian Merzbach (Bonn University), Johannes Hanika, Carsten Dachsbacher (Karlsruhe Institute of Technology)
• Accurate Appearance Preserving Prefiltering for Rendering Displacement-Mapped Surfaces Video. Lifan Wu (University of California, San Diego), Shuang Zhao (University of California, Irvine), Ling-Qi Yan (University of California, Santa Barbara), Ravi Ramamoorthi (University of California, San Diego)
• Deep Inverse Rendering for High-resolution SVBRDF Estimation from an Arbitrary Number of Images Video. Duan Gao*, Xiao Li* (University of Science and Technology of China and Microsoft Research Asia), Yue Dong (Microsoft Research Asia), Pieter Peers (College of William & Mary), Kun Xu (), Xin Tong (Microsoft Research Asia) *Equal contribution
• A Similarity Measure for Material Appearance . Manuel Lagunas, Sandra Malpica, Ana Serrano (Universidad de Zaragoza, I3A), Elena Garces (Universidad Rey Juan Carlos), Diego Gutierrez, Belen Masia (Universidad de Zaragoza, I3A)