Graphics Replicability Stamp Initiative
An additional recognition for authors
who are willing to go one step further,
and in addition to publishing the paper,
provide a complete open-source implementation.
Replicable Papers
Functional Optimization of Fluidic Devices with Differentiable Stokes Flow
Tao Du, Kui Wu, Andrew Spielberg, Wojciech Matusik, Bo Zhu, Eftychios Sifakis
ACM Transactions on Graphics (TOG)
Net2Vis - A Visual Grammar for Automatically Generating Publication-Tailored CNN Architecture Visualizations
Alex Buerle, Christian van Onzenoodt, Timo Ropinski
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Integrated Dual Analysis of Quantitative and Qualitative High-Dimensional Data
Juliane Mueller, Laura Garrison, Philipp Ulbrich, Stefanie Schreiber, Stefan Bruckner, Helwig Hauser, Steffen Oeltze-Jafra
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Mesh Denoising with Facet Graph Convolutions
Matthieu Armando, Jean-Sbastien Franco, Edmond Boyer
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Multi-resolution Terrain Rendering Using Summed-Area Tables
Shi Li, Chuankun Zheng, Rui Wang, Yuchi Huo, Wenting Zheng, Hai Lin, Hujun Bao
Elsevier Computers & Graphics (C&G)
Imma Sort by two or more attributes with Interpretable Monotonic Multi-Attribute Sorting
Yan Lyu, Fan Gao, I-Shuen Wu, Brian Y. Lim
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Impact of Cognitive Biases on Progressive Visualization
Marianne Procopio, Ab Mosca, Carlos Scheidegger, Eugene Wu, Remco Chang
IEEE Transactions on Visualization and Computer Graphics (TVCG)
A Training Free Technique for 3D Object Recognition using the Concept of Vibration, Energy and Frequency
Piyush Joshi, Alireza Rastegarpanah and Rustam Stolkin
Elsevier Computers & Graphics (C&G)
Persistence Analysis of Multi-scale Planar Structure Graph in Point Clouds
Thibault Lejemble, Claudio Mura, Loic Barthe, Nicolas Mellado
Wiley Computer Graphics Forum (CGF)
Code Replicability in Computer Graphics
Nicolas Bonneel, David Coeurjolly, Julie Digne, Nicolas Mellado
ACM Transactions on Graphics (TOG)
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing
Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Lu Yuan, Sergey Tulyakov, Nenghai Yu
ACM Transactions on Graphics (TOG)
Fast and exact discrete geodesic computation based on triangle-oriented wavefront propagation
Yipeng Qin, Xiaoguang Han, Hongchuan Yu, Yizhou Yu, Jianjun Zhang
ACM Transactions on Graphics (TOG)
Task-Based Effectiveness of Interactive Contiguous Area Cartograms
Ian K. Duncan, Shi Tingsheng, Simon T. Perrault, Michael T. Gastner
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Visual Quality of 3D Meshes with Diffuse Colors in Virtual Reality: Subjective and Objective Evaluation
Yana Nehme, Florent Dupont, Jean-Philippe Farrugia, Patrick Le Callet, Guillaume Lavoue.
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Robust Fitting of Parallax-Aware Mixtures for Path Guiding
Lukas Ruppert, Sebastian Herholz, Hendrik P. A. Lensch
ACM Transactions on Graphics (TOG)
Semi-Procedural Textures Using Point Process Texture Basis Functions
Pascal Guehl, Remi Allegre, Jean-Michel Dischler, Bedrich Benes, Eric Galin
Wiley Computer Graphics Forum (CGF)
Adaptive merging for rigid body simulation
Eulalie Coevoet, Otman Benchekroun, Paul G. Kry
ACM Transactions on Graphics (TOG)
An Evaluation Testbed for Locomotion in Virtual Reality
Alberto Cannavo, Davide Calandra, F. Gabriele Prattico, Valentina Gatteschi, Fabrizio Lamberti
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Developability of Heightfields via Rank Minimization
Silvia Sellan, Noam Aigerman, Alec Jacobson
ACM Transactions on Graphics (TOG)
Fast Tetrahedral Meshing in the Wild
Yixin Hu, Teseo Schneider, Bolun Wang, Denis Zorin, Daniele Panozzo
ACM Transactions on Graphics (TOG)
CD-MPM: Continuum Damage Material Point Methods for Dynamic Fracture Animation
Joshuah Wolper, Yu Fang, Minchen Li, Jiecong Lu, Ming Gao, Chenfanfu Jiang
ACM Transactions on Graphics (TOG)
Variable-width contouring for additive manufacturing
Samuel Hornus, Tim Kuipers, Olivier Devillers, Monique Teillaud, Jons Martnez, Marc Glisse, Sylvain Lazard, Sylvain Lefebvre
ACM Transactions on Graphics (TOG)
Point2Mesh: A Self-Prior for Deformable Meshes
Rana Hanocka, Gal Metzer, Raja Giryes, Daniel Cohen-Or
ACM Transactions on Graphics (TOG)
Deep Geometric Texture Synthesis
Amir Hertz, Rana Hanocka, Raja Giryes, Daniel Cohen-Or
ACM Transactions on Graphics (TOG)
HexEx: Robust Hexahedral Mesh Extraction
Max Lyon, David Bommes, Leif Kobbelt
ACM Transactions on Graphics (TOG)
Synthesizing Camera Noise using Generative Adversarial Networks
Bernardo Henz, Eduardo S. L. Gastal, Manuel M. Oliveira
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Solid Geometry Processing on Deconstructed Domains
Silvia Sellan, Herng Yi Cheng, Yuming Ma, Mitchell Dembowski, Alec Jacobson
Wiley Computer Graphics Forum (CGF)
Skeleton-Aware Networks for Deep Motion Retargeting
Kfir Aberman, Peizhuo Li, Dani Lischinski, Olga Sorkine-Hornung, Daniel Cohen-Or, Baoquan Chen
ACM Transactions on Graphics (TOG)
CARL: Controllable Agent with Reinforcement Learning for Quadruped Locomotion
*Ying-Sheng Luo, *Jonathan Hans Soeseno, Trista Pei-Chun Chen, Wei-Chao Chen (*Joint first authors)
ACM Transactions on Graphics (TOG)
Pointfilter: Point Cloud Filtering via Encoder-Decoder Modeling
Dongbo Zhang, Xuequan Lu, Hong Qin, Ying He
IEEE Transactions on Visualization and Computer Graphics (TVCG)
RigNet: Neural Rigging for Articulated Characters
Zhan Xu, Yang Zhou, Evangelos Kalogerakis , Chris Landreth , Karan Singh
ACM Transactions on Graphics (TOG)
Real-time Image Smoothing via Iterative Least Squares
Wei Liu, Pingping Zhang, Xiaolin Huang, Jie Yang, Chunhua Shen and Ian Reid
ACM Transactions on Graphics (TOG)
Deep Radiance Caching: Convolutional Autoencoders Deeper in Ray Tracing
Giulio Jiang, Bernhard Kainz
Elsevier Computers & Graphics (C&G)
Confidence-controlled Local Isosurfacing
Dongjoon Kim, Heewon Kye, Jeongjin Lee, Yeong-Gil Shin,
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Gradient-domain volumetric photon density estimation
Adrien Gruson, Binh-Son Hua, Nicolas Vibert, Derek Nowrouzezahrai, Toshiya Hachisuka
ACM Transactions on Graphics (TOG)
Semantic Soft Segmentation
Yagiz Aksoy, Tae-Hyun Oh, Sylvain Paris, Marc Pollefeys, Wojciech Matusik
ACM Transactions on Graphics (TOG)
Support-Free Volume Printing by Multi-Axis Motion
Chengkai Dai, Charlie C.L. Wang, Chenming Wu, Sylvain Lefebvre, Guoxin Fang, Yongjin Liu
ACM Transactions on Graphics (TOG)
Accelerated Quadratic Proxy for Geometric Optimization
Shahar Z. Kovalsky, Meirav Galun, Yaron Lipman
ACM Transactions on Graphics (TOG)
Gradient-Domain Processing within a Texture Atlas
Fabian Prada, Misha Kazhdan, Ming Chuang, Hugues Hoppe
ACM Transactions on Graphics (TOG)
DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills
Xue Bin Peng, Pieter Abbeel, Sergey Levine, Michiel van de Panne
ACM Transactions on Graphics (TOG)
An Indexing Scheme and Descriptor for 3D Object Retrieval Based on Local Shape Querying
Bart Iver van Blokland, Theoharis Theoharis
Elsevier Computers & Graphics (C&G)
SHREC'20: Shape correspondence with non-isometric deformations
Roberto M. Dyke, Yu-Kun Lai, Paul L. Rosin, Stefano Zappala, Seana L. Dykes, Daoliang Guo, Kun Li, Riccardo Marin, Simone Melzi, Jungyu Yang
Elsevier Computers & Graphics (C&G)
Radial intersection count image: a clutter resistant 3D shape descriptor
Bart Iver van Blokland, Theoharis Theoharis
Elsevier Computers & Graphics (C&G)
Implicit Frictional Boundary Handling for SPH
Jan Bender, Tassilo Kugelstadt, Marcel Weiler, Dan Koschier
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Interactive Visual Exploration of Metabolite Ratios in MR Spectroscopy Studies
Laura Garrison, Jakub Vasicek, Alexander R. Craven, Renate Gruner, Noeska N. Smit, Stefan Bruckner
Elsevier Computers & Graphics (C&G)
Gaussian-Product Subdivision Surfaces
Reinhold Preiner, Tamy Boubekeur, Michael Wimmer
ACM Transactions on Graphics (TOG)
Attention-based relation and context modeling for point cloud semantic segmentation
Zhiyu Hu, Dongbo Zhang, Shuai Li, Hong Qin
Elsevier Computers & Graphics (C&G)
Fast quasi-conformal regional flattening of the left atrium
Marta Nunez-Garcia, Gabriel Bernardino, Francisco Alarcon, Gala Caixal, Lluis Mont, Oscar Camara, Constantine Butakoff
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Vectorization of persistence barcode with applications in pattern classification of porous structures
Zhetong Dong, Chuanfeng Hu, Chi Zhou, Hongwei Lin
Elsevier Computers & Graphics (C&G)
On the perceptual Influence of Shape overlap on Data-Comparision using Scatterplots
Christian van Onzenoodt, Anke Huckauf, Timo Ropinski
Elsevier Computers & Graphics (C&G)
Disentangled Human Body Embedding Based on Deep Hierarchical Neural Network
Boyi Jiang, Juyong Zhang, Jianfei Cai, Jianmin Zheng
IEEE Transactions on Visualization and Computer Graphics (TVCG)
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections
Angelos Chatzimparmpas, Rafael M. Martins, Andreas Kerren
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Virtual reality framework for editing and exploring medial axis representations of nanometric scale neural structures
Daniya Boges, Marco Agus, Ronell Sicat, Pierre J. Magistretti, Markus Hadwiger, Corrado Cali
Elsevier Computers & Graphics (C&G)
CrossVis: A Visual Analytics System for Exploring Heterogeneous Multivariate Data with Applications to Materials and Climate Sciences
Chad A. Steed, John R. Goodall, Junghoon Chae, Artem Trofimov
Elsevier Computers & Graphics (C&G)
SDM-NET: Deep Generative Network for Structured Deformable Mesh
Gao Lin, Yang Jie, Wu Tong, Yuan Yu-Jie, Fu Hongbo, Lai, Yu-Kun, Zhang Hao(Richard)
ACM Transactions on Graphics (TOG)
Subdivision-Specialized Linear Algebra Kernels for Static and Dynamic Mesh Connectivity on the GPU
D. Mlakar, M. Winter, P. Stadlbauer, H.-P. Seidel, M. Steinberger, R. Zayer
Wiley Computer Graphics Forum (CGF)
Automatic Unpaired Shape Deformation Transfer
Lin Gao, Jie Yang, Yi-Ling Qiao, Yu-Kun Lai, Paul L. Rosin, Weiwei Xu and Shihong Xia
ACM Transactions on Graphics (TOG)
A Similarity Measure for Material Appearance
Manuel Lagunas, Sandra Malpica, Ana Serrano, Elena Garces, Diego Gutierrez, Belen Masia
ACM Transactions on Graphics (TOG)
Simplicial complex augmentation framework for bijective maps
Zhongshi Jiang, Scott Schaefer, Daniele Panozzo
ACM Transactions on Graphics (TOG)
TriWild: Robust Triangulation with Curve Constraints
Yixin Hu, Teseo Schneider, Xifeng Gao, Qingnan Zhou, Alec Jacobson, Denis Zorin, Daniele Panozzo.
ACM Transactions on Graphics (TOG)
Half-Space Power Diagrams and Discrete Surface Offsets
Zhen Chen, Daniele Panozzo, Jeremie Dumas
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Tetrahedral Meshing in the Wild
Yixin Hu, Qingnan Zhou, Xifeng Gao, Alec Jacobson, Denis Zorin, Daniele Panozzo
ACM Transactions on Graphics (TOG)
Poly-Spline Finite Element Method
Teseo Schneider, Jeremie Dumas, Xifeng Gao, Mario Botsch, Daniele Panozzo, Denis Zorin
ACM Transactions on Graphics (TOG)
Decoupling Simulation Accuracy from Mesh Quality
Teseo Schneider, Yixin Hu, Jeremie Dumas, Xifeng Gao, Daniele Panozzo, Denis Zorin
ACM Transactions on Graphics (TOG)
Learning Character-Agnostic Motion for Motion Retargeting in 2D
Kfir Aberman, Rundi Wu, Dani Lischinski, Baoquan Chen, Daniel Cohen-Or
ACM Transactions on Graphics (TOG)
Position-Free Monte Carlo Simulation for Arbitrary Layered BSDFs
Yu Guo, Milos Hasan, Shuang Zhao
ACM Transactions on Graphics (TOG)
Rodent: Generating Renderers without Writing a Generator
Arsene Perard-Gayot, Richard Membarth, Roland Leissa, Sebastian Hack, Philipp Slusallek
ACM Transactions on Graphics (TOG)
Variational Implicit Point Set Surfaces
Zhiyang Huang, Nathan Carr, Tao Ju.
ACM Transactions on Graphics (TOG)
Progressive Wasserstein Barycenters of Persistence Diagrams
Jules Vidal, Joseph Budin, Julien Tierny
IEEE Transactions on Visualization and Computer Graphics (TVCG)
MeshCNN: A Network With an Edge
Rana Hanocka, Amir Hertz, Noa Fish, Raja Giryes, Shachar Fleishman, Daniel Cohen-Or
ACM Transactions on Graphics (TOG)
On Bubble Rings and Ink Chandeliers
Marcel Padilla, Albert Chern, Felix Knöppel, Ulrich Pinkall, Peter Schröder
ACM Transactions on Graphics (TOG)
Combining Voxel and Normal Predictions for Multi-View 3D Sketching
Johanna Delanoy, David Coeurjolly, Jacques-Olivier Lachaud, Adrien Bousseau
Elsevier Computers & Graphics (C&G)
An Implicit Frictional Contact Solver for Adaptive Cloth Simulation
Jie Li, Gilles Daviet, Rahul Narain, Florence Bertails-Descoubes, Matthew Overby, George Brown, Laurence Boissieux
ACM Transactions on Graphics (TOG)
Learning Symmetric and Low-energy Locomotion
Wenhao Yu, Greg Turk, Cheng-Yun Karen Liu
ACM Transactions on Graphics (TOG)
Exploring the Sensitivity of Choropleths under Attribute Uncertainty
Zhaosong Huang, Yafeng Lu, Elizabeth A. Mack, Wei Chen, and Ross Maciejewski
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Persistence Atlas for Critical Point Variability in Ensembles
Guillaume Favelier, Noura Faraj, Brian Summa, Julien Tierny
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Progressive Parameterizations
Ligang Liu, Chunyang Ye, Ruiqi Ni, Xiao-Ming Fu
ACM Transactions on Graphics (TOG)
Robust and High Fidelity Mesh Denoising
Sunil Kumar Yadav , Ulrich Reitebuch, Konrad Polthier
IEEE Transactions on Visualization and Computer Graphics (TVCG)
Mastering Sketching: Adversarial Augmentation for Structured Prediction
Edgar Simo-Serra, Satoshi Iizuka, Hiroshi Ishikawa
ACM Transactions on Graphics (TOG)
Variational Stokes: A Unified Pressure-Viscosity Solver for Accurate Viscous Liquids
Egor Larionov, Christopher Batty, Robert Bridson
ACM Transactions on Graphics (TOG)
Learning Fuzzy Set Representations of Partial Shapes on Dual Embedding Spaces
Minhyuk Sung, Anastasia Dubrovina, Vladimir G. Kim, and Leonidas Guibas
Wiley Computer Graphics Forum (CGF)
Peeling the Longest: A Simple Generalized Curve Reconstruction Algorithm
Amal Dev Parakkat, Subhasree Methirumangalath, Ramanathan Muthuganapathy,
Elsevier Computers & Graphics (SMI 2018)
3D Synthesis of Man-made Objects based on Fine-grained Parts
Diego Gonzalez, Oliver van Kaick
Elsevier Computers & Graphics (SMI 2018)
Constraint-based Point Set Denoising using Normal Voting Tensor and Restricted Quadratic Error Metrics
Sunil Kumar Yadav, Ulrich Reitebuch, Martin Skrodzki, Eric Zimmermann, Konrad Polthier
Elsevier Computers & Graphics (SMI 2018)
FitConnect: Connecting Noisy 2D Samples by Fitted Neighborhoods
Stefan Ohrhallinger, Michael Wimmer
Wiley Computer Graphics Forum (CGF)
T-junctions in spline surfaces
Kestutis Karciauskas, Daniele Panozzo, Jorg Peters (F# code by Martin Sarov)
ACM Transactions on Graphics (TOG)
Semi-Supervised Co-Analysis of 3D Shape Styles from Projected Lines
Fenggen Yu, Yan Zhang, Kai Xu, Ali Mahdavi-Amiri, Hao Zhang
ACM Transactions on Graphics (TOG)
Adjoint Map Representation for Shape Analysis and Matching
Ruqi Huang, Maks Ovsjanikov
Wiley Computer Graphics Forum (SGP 2017)
A Multi-Scale Model for Simulating Liquid-Hair Interactions
Yun (Raymond) Fei, Henrique Teles Maia, Christopher Batty, Changxi Zheng, Eitan Grinspun
ACM Transactions on Graphics (TOG)
Disjoint Convex Shell and its Applications in Mesh Unfolding
Yun-hyeong Kim, Zhonghua Xi, Jyh-Ming Lien
Elsevier Computer-Aided Design (SPM 2017)
Hole Detection of a Planar Point Set: An Empty Disk Approach
​​Subhasree Methirumangalath, Shyam Sundar Kannan, Amal Dev Parakkat, and Ramanathan Muthuganapathy
Elsevier Computers & Graphics (SMI 2017)
Improved shape for refinable surfaces with singularly parameterized irregularities
Kestutis Karciauskas, Jorg Peters
Elsevier Computer-Aided Design (SPM 2017)
Extrinsically Smooth Direction Fields
Zhiyang Huang, Tao Ju
Elsevier Computers & Graphics (SMI 2016)
PinMesh -- Fast and Exact 3D Point Location Queries using a Uniform Grid
Salles V.G. Magalhães, Marcus V.A. Andrade, W. Randolph Franklin, Wenli Li
Elsevier Computers & Graphics (SMI 2016)
The 2D Shape Structure Dataset: A user annotated open Access Database
Axel Carlier, Kathryn Leonard, Stefanie Hahmann, Geraldine Morin, Misha Collins
Elsevier Computers & Graphics (SMI 2016)
Computing a Discrete Morse Gradient From a Watershed Decomposition
Lidija Comic, Leila De Floriani, Federico Iuricich, Paola Magillo
Elsevier Computers & Graphics (SMI 2016)
A Closed-Form Formulation of HRBF-Based Surface Reconstruction by Approximate Solution
Shengjun Liu, Charlie C.L. Wang, Guido Brunnett, Jun Wang
Elsevier Computer-Aided Design (SPM 2016)
Modeling and Analysis of Origami Structures with Smooth Folds
Edwin A. Peraza Hernandez, Darren J. Hartl, Ergun Akleman, Dimitris C. Lagoudas
Elsevier Computer-Aided Design (SPM 2016)
Planar Minimization Diagrams via Subdivision with Applications to Anisotropic Voronoi Diagrams
Huck Bennett, Evanthia Papadopoulou, Chee Yap
Wiley Computer Graphics Forum (SGP 2016)
Crawl through Neighbors: A Simple Curve Reconstruction Algorithm
Amal Dev Parakkat, Ramanathan Muthuganapathy
Wiley Computer Graphics Forum (SGP 2016)
Non-Rigid Puzzles
Or Litany, Emanuele Rodola, Alex Bronstein, Michael Bronstein, Daniel Cremers
Wiley Computer Graphics Forum (SGP 2016)
Curve Reconstruction with Many Fewer Samples
Stefan Ohrhallinger, Scott Mitchell, Michael Wimmer
Wiley Computer Graphics Forum (SGP 2016)
Complex Transfinite Barycentric Mappings with Similarity Kernels
Renjie Chen, Craig Gotsman
Wiley Computer Graphics Forum (SGP 2016)
Organization
General Chair
Associate Chairs
Marc Alexa (TU Berlin) - ACM TOG,
Klaus Mueller (Stony Brook University) - IEEE TVCG,
Helwig Hauser (University of Bergen) - Wiley CGF,
Joaquim Jorge (Instituto Superior Tecnico Lisboa) - Elsevier C&G,
Konrad Polthier (FU Berlin) - Elsevier CAGD
Vadim Shapiro (Univ. Wisconsin-Madison) - Elsevier CAD
Advisory Board
Daniele Panozzo (New York Univ.), Leif Kobbelt (RWTH Aachen), Holly Rushmeier (Yale Univ.), Wenzel Jakob (EPFL), Sylvain Paris (Adobe Research), Kun Zhou (Zhejiang Univ.), Juliana Freire (New York Univ.), Kavita Bala (Cornell), Leila De Floriani (Univ. of Maryland), Min Chen (Univ. of Oxford), David Coeurjolly (CNRS).
Program Committee
Aishwarya Pawar (CMU), Alec Jacobson (Univ Toronto), Ana Serrano (MPI), Carlos Scheidegger (Univ Arizona), Christoph Garth (Univ Kaiserslautern), Daniela Giorgi (ISTI-CNR), David Bommes (Univ Bern), David Coeurjolly (CNRS), Dmitriy Smirnov (MIT), Dmitry Sokolov (INRIA), Dobrina Boltcheva (Univ Lorraine), Duygu Ceylan (Adobe Research), Eakta Jain (Univ Florida), Elissa Ross (Mesh Consultants Inc), Hui Huang (Shenzhen Univ), James Zhou (Adobe Research), Jeremie Dumas (NYU), Julian Panetta (EPFL), Julie Digne (CNRS), Julien Tierny (CNRS), Jun-Yan Zhu (MIT), Justin Solomon (MIT), Kenshi Takayama (NII), Marcel Campen (Osnabruck Univ), Marco Livesu (IMATI-CNR), Mario Botsch (Bielefeld Univ), Miika Aittala (MIT), Mina Konakovic (MIT), Nico Pietroni (ISTI CNR), Nicolas Bonneel (CNRS), Nicolas Mellado (CNRS), Noam Aigerman (ETHZ), Noura Faraj (LIRMM), Olga Diamanti (TU Graz), Oliver Glauser (ETHZ), Roi Poranne (ETHZ), Ruizhen Hu (Shenzhen Univ), Ryan Schmidt (Autodesk), Sebastian Koch (TU Berlin), Shahar Kovalsky (Duke Univ), Srinath Sridhar (Stanford), Tamar Shinar (UCR), Teseo Schneider (NYU), Vijay Natarajan (Indian Inst Science), Vladimir Kim (Adobe Research), Xifeng Gao (NYU), Yotam Gingold (George Mason Univ), Yu Wang (MIT), Yuting Ye (Facebook), Zhongshi Jiang (NYU).