The Mission

The Graphics Replicability Stamp Initiative (GRSI) is an independent group of volunteers who help the community by enabling sharing of code and data as a community resource for non-commercial use. The volunteers check the submitted code and certify its replicability, awarding a replicability stamp, which is an additional recognition for authors of accepted papers who are willing to provide a complete implementation of their algorithm, to replicate the results presented in their paper. The replicability stamp is not meant to be a measure of the scientific quality of the paper or of the usefulness of presented algorithms. Rather, it is meant to be an endorsement of the replicability of the results presented in the paper and the recognition of the service provided to the community by releasing the code. Submissions for the replicability stamp will be considered only *after* the paper has been fully accepted. Submissions that are awarded the replicability stamp will receive additional exposure by being listed on this website. The purpose of this stamp is to promote reproducibility of research results and to allow scientists and practitioners to immediately benefit from state-of-the-art research results, without spending months re-implementing the proposed algorithms and trying to find the right parameter values. We also hope that it will indirectly foster scientific progress, since it will allow researchers to reliably compare with and to build upon existing techniques, knowing that they are using exactly the same implementation.

Why you should submit

  • To boost your research impact
  • To gain visibility
  • To make others build on your work
Papers with the Replicability Stamp are cited 15% more than average one year after publication, and 33% more two years after publication.

[Calculated based on Clarivate Web Of Science (WoS) citation counts in 2020]



Application Process

Any paper accepted in or after 2017 at one the following journals/conferences is eligible to apply for the stamp: The application process is lightweight. You will have to provide general information on the submission, a representative image, a link to a public git repository with the source code, and instructions on how to compile and replicate the results. The code should compile on a vanilla installation of one of the major operating systems (Linux, MacOSX, or Windows), have a license that allows non-commercial usage, and only depend on libraries that are free for academic or research purposes. The code quality will not be evaluated, the purpose of the stamp is only to simplify replicability of the results: in its simplest form, the code should reproduce the data used to generate one result figure shown in the paper.


Support and collaborations

The GRSI is an initiative supported by a growing list of publishers, journals and conferences.
Since July 2020, the GRSI has been collaborating with a related initiative called Code Replicability in Computer Graphics (CRCG). While the GRSI encourages authors to make their research replicable, CRCG focuses on ACM Siggraph papers and checks whether their results are replicable.

Since 2023, the GRSI has partnered with Software Heritage for accepted code archiving. Software Heritage is a non-profit organization dedicated to collect, preserve, and share all software that is publicly available in source code form.
When a code is accepted for the GRSI, we rely on Software Heritage to create a snapshot of the project and provide a long-term identifier of the accepted version ( links).

Replicable Papers

Speech-driven Personalized Gesture Synthetics: Harnessing Automatic Fuzzy Feature Inference

Fan Zhang;Zhaohan Wang;Xin Lyu;Siyuan Zhao;Mengjian Li;Weidong Geng;Naye Ji;Hui Du;Fuxing Gao;Hao Wu;Shunman Li
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository

TTK is Getting MPI-Ready

Eve Le Guillou, Michael Will, Pierre Guillou, Jonas Lukasczyk, Pierre Fortin, Christoph Garth, Julien Tierny
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository swh:1:snp:caed38576f96db469064a6a0e47b0c189666de00

Discovering Fatigued Movements for Virtual Character Animation

Noshaba Cheema, Rui Xu, Nam Hee Kim, Perttu Hämäläinen, Vladislav Golyanik, Marc Habermann, Christian Theobalt, Philipp Slusallek
ACM SIGGRAPH Conference Proceedings (conference papers track)

Repository swh:1:snp:504ff17f91264502831cbcef8d1833704af3a3d2

Enhancing Single-Frame Supervision for Better Temporal Action Localization

Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, and Shixia Liu
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository swh:1:snp:905c7b83210a8f80a82729dd73cef3ecf0d21a0c

Accelerating hyperbolic t-SNE

Martin Skrodzki, Hunter van Geffen, Nicolas F. Chaves-de-Plaza, Thomas Höllt, Elmar Eisemann, Klaus Hildebrandt
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository swh:1:snp:9ac5f55368e393bdd437f6b15aab9fdb4f438510

Example-Based Sampling with Diffusion Models

Bastien Doignies, Nicolas Bonneel, David Coeurjolly, Julie Digne, Lois Paulin, Jean-Claude Iehl, and Victor Ostromoukhov
ACM SIGGRAPH Conference Proceedings (conference papers track)

Repository swh:1:snp:9112f69280e9abcc22402dd6eb4a1ab007a29028

Doppler Time-of-Flight Rendering

Juhyeon Kim, Wojciech Jarosz, Ioannis Gkioulekas, Adithya Pediredla
ACM Transactions on Graphics (TOG)

Repository swh:1:snp:8eea3ac353539e82242684b4c18fc891d69c16a4

PPSURF: Combining Patches and Point Convolutions for Detailed Surface Reconstruction

Philipp Erler, Lizeth Fuentes, Pedro Hermosilla, Paul Guerrero, Renato Pajarola, Michael Wimmer
Wiley Computer Graphics Forum (CGF)

Repository swh:1:snp:b1c2e177f35263d55560d2ba62963da0a034c264

OldVisOnline: Curating a Dataset of Historical Visualizations

Yu Zhang, Ruike Jiang, Liwenhan Xie, Yuheng Zhao, Can Liu, Tianhong Ding, Siming Chen, Xiaoru Yuan
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository swh:1:snp:bf35f7f6a503ac3b20406721c5c55a6cc58dffc5

C-shells: Deployable Gridshells with Curved Beams

Quentin Becker, Seiichi Suzuki, Yingying Ren, Davide Pellis, Julian Panetta, Mark Pauly
ACM Transactions on Graphics (TOG)

Repository swh:1:snp:0948be26199bbbdb485c76ff0360b02c213eb3af

An Implicitly Stable Mixture Model for Dynamic Multi-fluid Simulations

Yanrui Xu, Xiaokun Wang, Jiamin Wang, Chongming Song, Tiancheng Wang, Yalan Zhang, Jian Chang, Jian Jun Zhang, Jiri Kosinka, Alexandru Telea, Xiaojuan Ban
ACM SIGGRAPH Conference Proceedings (conference papers track)

Repository swh:1:snp:bbbe5ef63083813e6bd772917732d33dcfd0f455

Shrink & Morph: 3D-printed self-shaping shells actuated by a shape memory effect

David Jourdan, Pierre-Alexandre Hugron, Camille Schreck, Jonas Martinez, Sylvain Lefebvre
ACM Transactions on Graphics (TOG)

Repository swh:1:snp:1f9dd2f26729a5f24dde6590a096445c9bed730a

A single 3D shape wavelet-based generative model

Hao Huanga, Shuaihang Yuana, Zheng Peng, Yu Haoa, Congcong Wen, Yi Fang
Elsevier Computers & Graphics (C&G)

Repository swh:1:snp:eb056db348210d051db473bb771f7be8d18e06b7

Rhizomorph: The Coordinated Function of Shoots and Roots

Bosheng Li, Jonathan Klein, Dominik L. Michels, Bedrich Benes, Sören Pirk, Wojtek Pałubicki
ACM Transactions on Graphics (TOG)

Repository swh:1:snp:7c9780aad0a3b6b1a59bec055578f2f42d20a296

Implicit Surface Tension for SPH Fluid Simulation

Stefan Rhys Jeske, Lukas Westhofen, Fabian Löschner, José Antonio Fernández-Fernández, Jan Bender
ACM Transactions on Graphics (TOG)

Repository swh:1:snp:c95df72d4e5c96187a6db0d9738c7891921db9b8

InVADo: Interactive Visual Analysis of Molecular Docking Data

Marco Schäfer, Nicolas Brich, Jan Byška, Sérgio M. Marques, David Bednář, Philipp Thiel, Barbora Kozlíková, Michael Krone
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository swh:1:snp:c0884a42108bc631d13ba624517c4f7f3a008c98

Neural Volumetric Reconstruction for Coherent Synthetic Aperture Sonar

Albert W. Reed, Juhyeon Kim, Thomas Blanford, Adithya Pediredla, Daniel C. Brown, Suren Jayasuriya
ACM Transactions on Graphics (TOG)

Repository swh:1:snp:9e2c8e761f723f56d02b61d1740453a509f14182

Projective Dynamics with Dry Frictional Contact

Mickaël Ly , Jean Jouve , Laurence Boissieux, Florence Bertails-Descoubes
ACM Transactions on Graphics (TOG)

Repository swh:1:snp:a61297d3d9ee1d3dec93d99fde9f2fb3c1c45925

Interactive and Robust Mesh Booleans

Gianmarco Cherchi, Fabio Pellacini, Marco Attene, Marco Livesu
ACM Transactions on Graphics (TOG)

Repository swh:1:snp:b4207638c84932b98f133985eabd45ab31d08e45

Orientable Dense Cyclic Infill for Anisotropic Appearance Fabrication

Xavier Chermain, Cédric Zanni, Jonàs Martínez, Pierre-Alexandre Hugron, Sylvain Lefebvre
ACM Transactions on Graphics (TOG)

Repository swh:1:snp:27e461f03ea23095b7a9ab2d802be628871ae823

SketchANIMAR: Sketch-based 3D Animal Fine-Grained Retrieval

Trung-Nghia Le, Tam V. Nguyen, Minh-Quan Le, Trong-Thuan Nguyen, Viet-Tham Huynh, Trong-Le Do, Khanh-Duy Le, Mai-Khiem Tran, Nhat Hoang-Xuan, Thang-Long Nguyen-Ho, Vinh-Tiep Nguyen, Nhat-Quynh Le-Pham, Huu-Phuc Pham, Trong-Vu Hoang, Quang-Binh Nguyen, Trong-Hieu Nguyen-Mau, Tuan-Luc Huynh, Thanh-Danh Le, Ngoc-Linh Nguyen-Ha, Tuong-Vy Truong-Thuy, Truong Hoai Phong, Tuong-Nghiem Diep, Khanh-Duy Ho, Xuan-Hieu Nguyen, Thien-Phuc Tran, Tuan-Anh Yang, Kim-Phat Tran, Nhu-Vinh Hoang, Minh-Quang Nguyen, Hoai-Danh Vo, Minh-Hoa Doan, Hai-Dang Nguyen, Akihiro Sugimoto, Minh-Triet Tran
Elsevier Computers & Graphics (C&G)

Repository swh:1:snp:380bc7c174d2a11b8b0f05af1cda9406a6facbae

MWFormer: Mesh Understanding with Window-Based Transformer

Hao-Yang Peng, Meng-Hao Guo, Zheng-Ning Liu, Yong-Liang Yang, Tai-Jiang Mu
Elsevier Computers & Graphics (C&G)

Repository swh:1:snp:3729fee8ec085930d7a67161b968402a5db59b9e

Variable-Hyperparameter Visual Transformer for Efficient Image Inpainting

Jose Luis Flores Campana, Luís Gustavo Lorgus Decker, Marcos Roberto e Souza, Helena de Almeida Maia, Helio Pedrini
Elsevier Computers & Graphics (C&G)

Repository swh:1:snp:f7cbdfb7899085847fa4f613d414d47b265030c9

Meshless Power Diagrams

Yanyang Xiao, Juan Cao, Shaoping Xu, Zhonggui Chen
Elsevier Computers & Graphics (C&G)

Repository swh:1:snp:9be40ceb7f36d7485eb868a0c89d1b672fc169a2

A Scalable Method for Readable Tree Layouts

Kathryn Gray, Mingwei Li, Reyan Ahmed, Md. Khaledur Rahman, Ariful Azad, Stephen Kobourov, Katy Börner
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository swh:1:snp:412fa2846365526766e2e2d68c8af3fa964066a6

Image super-resolution with multi-scale fractal residual attention network

Xiaogang Song, Wanbo Liu, Li Liang, Weiwei Shi, Guo Xie, Xiaofeng Lu, Xinhong Hei
Elsevier Computers & Graphics (C&G)

Repository swh:1:snp:e525a4f28e6887f25f7019bd920ae60fa365a7b3

Parallel Computation of Piecewise Linear Morse-Smale Segmentations

Robin G. C. Maack, Jonas Lukasczyk, Julien Tierny, Hans Hagen, Ross Maciejewski, and Christoph Garth
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository swh:1:snp:42779903fe10aaf33066eb2132eb35b954ca50d9

Toward Feature-Preserving Vector Field Compression

Xin Liang, Sheng Di, Franck Cappello, Mukund Raj, Chunhui Liu, Kenji Ono, Zizhong Chen, Tom Peterka, and Hanqi Guo
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository swh:1:snp:474d6bb613fa18f0c39151a320a60cb053ff013f

ZeroEGGS: Zero-shot Example-based Gesture Generation from Speech

Saeed Ghorbani, Ylva Ferstl, Daniel Holden, Nikolaus F. Troje, Marc-André Carbonneau
Wiley Computer Graphics Forum (CGF)

Repository swh:1:snp:d6c9ee3b3dd370c1a8bba9def694244df0d2ec51

GPU Accelerated Scalable Parallel Coordinates Plots

Josef Stumpfegger, Kevin Höhlein, George Craig, Rdiger Westermann
Elsevier Computers & Graphics (C&G)

Repository swh:1:snp:30446b1fc49dcf09f40685759ad127866e5d6d3a

Z2P: Instant Visualization of Point Clouds

Gal Metzer, Rana Hanocka, Raja Giryes, Niloy J. Mitra, Daniel Cohen-Or
Wiley Computer Graphics Forum (CGF)

Repository swh:1:snp:ffc1b4469fb4119f49b312ab57cc2189a401a6e0

Filament Based Plasma

Marcel Padilla, Oliver Gross, Felix Knoeppel, Albert Chern, Ulrich Pinkall, Peter Schroeder
ACM Transactions on Graphics (TOG)

Repository https://github.com/marcelpadilla/Filament-Based-Plasma

Neural Dual Contouring

Zhiqin Chen, Andrea Tagliasacchi, Thomas Funkhouser, Hao Zhang.
ACM Transactions on Graphics (TOG)

Repository https://github.com/czq142857/NDC

Exploring Differential Geometry in Neural Implicits

Tiago Novello, Guilherme Schardong, Luiz Schirmer, Vinicius da Silva, Helio Lopes, Luiz Velho
Elsevier Computers & Graphics (C&G)

Repository https://github.com/dsilvavinicius/differential_geometry_in_neural_implicits

GANimator: Neural Motion Synthesis from a Single Sequence

Peizhuo Li, Kfir Aberman, Zihan Zhang, Rana Hanocka, Olga Sorkine-Hornung
ACM Transactions on Graphics (TOG)

Repository https://github.com/PeizhuoLi/ganimator

Propagating Visual Designs to Numerous Plots and Dashboards

Saiful Khan, Phong H. Nguyen, Alfie Abdul-Rahman, Benjamin Bach, Min Chen, Euan Freeman, Cagatay Turkay
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/saifulkhan/rampvis-ontology-management-ui

A Unified Understanding of Deep NLP Models for Text Classification

Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/swordsbird/deepnlpvis

Adaptive Rigidification of Elastic Solids

Alexandre Mercier-Aubin, Alexander Winter, David I.W. Levin, and Paul G. Kry
ACM Transactions on Graphics (TOG)

Repository https://github.com/AlexandreMercierAubin/AdaptiveRigidification2022

CLIPasso: Semantically-Aware Object Sketching

Yael Vinker, Ehsan Pajouheshgar, Jessica Y. Bo, Roman Christian Bachmann, Amit Haim Bermano, Daniel Cohen-Or, Amir Zamir, Ariel Shamir
ACM Transactions on Graphics (TOG)

Repository https://github.com/yael-vinker/CLIPasso

Influence Maximization with Visual Analytics

Alessio Arleo, Walter Didimo, Giuseppe Liotta, Silvia Miksch, Fabrizio Montecchiani
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/EngAAlex/VAIM

SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data

Elia Moscoso Thompson, Andrea Ranieri, Silvia Biasotti, Miguel Chicchon, Ivan Sipiran, Minh-Khoi Pham, Thang-Long Nguyen-Ho, Hai-Dang Nguyen, Minh-Triet Tran
Elsevier Computers & Graphics (C&G)

Repository https://gitlab.com/4ndr3aR/pothole-mix-segmentation.git

SHREC'22 Track: Open-Set 3D Object Retrieval

Yifan Feng, Yue Gao, Xibin Zhao, Yandong Guo Nihar Bagewadi, Nhat-Tan Bui, Hieu Dao, Shankar Gangisetty, Ripeng Guan, Xie Han, Cong Hua, Chidambar Hunakunti, Yu Jiang, Shichao Jiao, Yuqi Ke, Liqun Kuang, Anan Liu, Dinh-Huan Nguyen, Hai-Dang Nguyen, Weizhi Nie, Bang-Dang Pham, Karthik Raikar, Qingmei Tang, Minh-Triet Tran, Jialong Wan, Chenggang Yan, Haoxuan You, Difei Zhu
Elsevier Computers & Graphics (C&G)

Repository https://github.com/yifanfeng97/multi-modal-generation-for-shrec22

SHREC 2022: Fitting and recognition of simple geometric primitives on point clouds

Chiara Romanengo, Andrea Raffo, Silvia Biasotti, Bianca Falcidieno, Vlassis Fotis, Ioannis Romanelis, Eleftheria Psatha, Konstantinos Moustakas, Ivan Sipiran, Quang-Thuc Nguyen, Chi-Bien Chu, Khoi-Nguyen Nguyen-Ngoc, Dinh-Khoi Vo, Tuan-An To, Nham-Tan Nguyen, Nhat-Quynh Le-Pham, Hai-Dang Nguyen, Minh-Triet Tran, Yifan Qie, Nabil Anwer
Elsevier Computers & Graphics (C&G)

Repository https://github.com/rea1991/SHREC2022_evaluation

VIS30K: A Collection of Figures and Tables from IEEE Visualization Conference Publications

Jian Chen, Meng Ling, Rui Li, Petra Isenberg, Tobias Isenberg, Michael Sedlmair, Torsten Mller, Robert S Laramee, Han-Wei Shen, Katharina Wnsche, Qiru Wang
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/tobiasisenberg/VIS30KLink

SHREC 2022: Track on Online Detection of Heterogeneous Gestures

Ariel Caputo, Marco Emporio, Andrea Giachetti, Marco Cristani, Guido Borghi, Andrea D'Eusanio, Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran, F. Ambellan, M. Hanik, E. Nava-Yazdani, C. von Tycowicz
Elsevier Computers & Graphics (C&G)

Repository https://github.com/univr-VIPS/Shrec22

Synthesizing Geologically Coherent Cave Networks

Axel Paris, Adrien Peytavie, Eric Guerin, Pauline P. Collon, Eric Galin
Wiley Computer Graphics Forum (CGF)

Repository https://github.com/aparis69/Karst-Synthesis

SHREC 2022: Protein-ligand binding site recognition

Luca Gagliardi, Andrea Raffo, Ulderico Fugacci, Silvia Biasotti, Walter Rocchia, Hao Huang, Boulbaba Ben Amor, Yi Fang, Yuanyuan Zhang, Xiao Wang, Charles Christoffer, Daisuke Kihara, Apostolos Axenopoulos, Stelios Mylonas, Petros Daras
Elsevier Computers & Graphics (C&G)

Repository https://github.com/concept-lab/shrec22_PLBinding_evaluationTools

Diagnosing Ensemble Few-Shot Classifiers

Weikai Yang; Xi Ye; Xingxing Zhang; Lanxi Xiao; Jiazhi Xia; Zhongyuan Wang; Jun Zhu; Hanspeter Pfister; Shixia Liu
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/thu-vis/FSLDiagnotor

Closed space-filling curves with controlled orientation for 3D printing

Adrien Bedel, Yoann Coudert-Osmont, Jonas Martinez, Rahnuma Islam Nishat, Sue Whitesides, Sylvain Lefebvre
Wiley Computer Graphics Forum (CGF)

Repository https://github.com/mfx-inria/controllable-space-filling-curve

Terrain Amplification with Implicit 3D Features

Axel Paris, Eric Galin, Adrien Peytavie, Eric Gurin, James Gain
ACM Transactions on Graphics (TOG)

Repository https://github.com/aparis69/Implicit-Volumetric-Terrains

Desertscape Simulation

Axel Paris, Adrien Peytavie, Eric Guerin, Oscar Argudo, Eric Galin
Wiley Computer Graphics Forum (CGF)

Repository https://github.com/aparis69/Desertscapes-Simulation

DiffPD: Differentiable Projective Dynamics

Tao Du, Kui Wu, Pingchuan Ma, Sebastien Wah, Andrew Spielberg, Daniela Rus, Wojciech Matusik
ACM Transactions on Graphics (TOG)

Repository https://github.com/mit-gfx/diff_pd_public

Gradient Terrain Authoring

Eric Guerin, Adrien Peytavie, Simon Masnou, Julie Digne, Basile Sauvage, James Gain, and Eric Galin
Wiley Computer Graphics Forum (CGF)

Repository https://github.com/eric-guerin/gradient-terrains

Multicriteria Optimization for Dynamic Demers Cartograms

Soeren Nickel, Max Sondag, Wouter Meulemans, Stephen G. Kobourov, Jaakko Peltonen, Martin Nollenburg
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/loizuf/StableDemersLP

Visual Cascade Analytics of Large-scale Spatiotemporal Data

Zikun Deng, Di Weng, Yuxuan Liang, Jie Bao, Yu Zheng, Tobias Schreck, Mingliang Xu, Yingcai Wu
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/zkrain/viscas-tvcg-release

Tracing Versus Freehand for Evaluating Computer-Generated Drawings

Zeyu Wang, Sherry Qiu, Nicole Feng, Holly Rushmeier, Leonard McMillan, Julie Dorsey
ACM Transactions on Graphics (TOG)

Repository https://github.com/zachzeyuwang/tracing-vs-freehand

Towards Better Caption Supervision for Object Detection

Changjian Chen, Jing Wu, Xiaohan Wang, Shouxing Xiang, Song-Hai Zhang, Qifeng Tang, Shixia Liu
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/thu-vis/MutualDetector

Bijective and Coarse High-Order Tetrahedral Meshes

ZHONGSHI JIANG, ZIYI ZHANG, YIXIN HU, TESEO SCHNEIDER, DENIS ZORIN, DANIELE PANOZZO
ACM Transactions on Graphics (TOG)

Repository https://github.com/jiangzhongshi/bichon

Surface Map Homology Inference

Janis Born, Patrick Schmidt, Marcel Campen, Leif Kobbelt
Wiley Computer Graphics Forum (CGF)

Repository https://github.com/jsb/HomologyInference

Multisensory Proximity and Transition Cues for Improving Target Awareness in Narrow Field of View Augmented Reality Displays

Christina Trepkowski, Alexander Marquardt, Tom David Eibich, Yusuke Shikanai, Jens Maiero, Kiyoshi Kiyokawa, Ernst Kruijff, Johannes Schoning, Peter Konig
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/amarqu88/Multisensory-Proximity-and-Transition-Cues

SHREC 2021: Retrieval of Cultural Heritage Objects

Ivan Sipiran, Patrick Lazo, Cristian Lopez, Milagritos Jimenez, Nihar Bagewadi, Benjamin Bustos, Hieu Dao, Shankar Gangisetty, Martin Hanik, Ngoc-Phuong Ho-Thi, Mike Holenderski, Dmitri Jarnikov, Arniel Labrada, Stefan Lengauer, Roxane Licandro, Dinh-Huan Nguyen, Thang-Long Nguyen-Ho, Luis A. Perez-Rey, Bang-Dang Pham, Minh-Khoi Pham, Reinhold Preiner, Tobias Schreck, Quoc-Huy Trinh, Loek Tonnaer, Christoph von Tycowicz, The-Anh Vu-Le
Elsevier Computers & Graphics (C&G)

Repository https://github.com/ivansipiran/shrec2021-cultural-heritage

SHREC 2021: Retrieval and classification of protein surfaces equipped with physical and chemical properties

Andrea Raffo, Ulderico Fugacci, Silvia Biasotti, Walter Rocchia, Yonghuai Liu, Ekpo Otu, Reyer Zwiggelaar, David Hunter, Evangelia I. Zacharaki, Eleftheria Psatha, Dimitrios Laskos, Gerasimos Arvanitis, Konstantinos Moustakas, Tunde Aderinwale, Charles Christoffer, Woong-Hee Shin, Daisuke Kihara, Andrea Giachetti, Huu-Nghia Nguyen, Tuan-Duy Nguyen, Vinh-Thuyen Nguyen-Truong, Danh Le-Thanh, Hai-Dang Nguyen, Minh-Triet Tran
Elsevier Computers & Graphics (C&G)

Repository https://github.com/rea1991/SHREC2021_methods

RXMesh: A GPU Mesh Data Structure

Ahmed H. Mahmoud, Serban D. Porumbescu, and John D. Owens
ACM Transactions on Graphics (TOG)

Repository https://github.com/owensgroup/RXMesh

FovVideoVDP: A visible difference predictor for wide field-of-view video

Rafal K. Mantiuk, Gyorgy Denes, Alexandre Chapiro, Anton Kaplanyan, Gizem Rufo, Romain Bachy, Trisha Lian, Anjul Patney
ACM Transactions on Graphics (TOG)

Repository https://github.com/gfxdisp/FovVideoVDP

Authoring Consistent Landscapes with Flora and Fauna

Pierre Ecormier-Nocca, Guillaume Cordonnier, Philippe Carrez, Annemarie Moigne, Pooran Memari, Bedrich Benes, Marie-Paule Cani
ACM Transactions on Graphics (TOG)

Repository https://github.com/pecormiernocca/authoring-consistent-landscapes

Learning Skeletal Articulations with Neural Blend Shapes

Peizhuo Li, Kfir Aberman, Rana Hanocka, Libin Liu, Olga Sorkine-Hornung, Baoquan Chen
ACM Transactions on Graphics (TOG)

Repository https://github.com/PeizhuoLi/neural-blend-shapes.git

SHREC21: Quantifying shape complexity

Mazlum Ferhat Arslan, Alexandros Haridis, Paul L. Rosin, Sibel Tari, Charlotte Brassey, James D. Gardiner, Asli Genctav, Murat Genctav
Elsevier Computers & Graphics (C&G)

Repository https://github.com/kaptres/qsc

StrokeStrip: Joint Parameterization and Fitting of Stroke Clusters

Dave Pagurek van Mossel, Chenxi Liu, Nicholas Vining, Mikhail Bessmeltsev, Alla Sheffer
ACM Transactions on Graphics (TOG)

Repository https://github.com/davepagurek/StrokeStrip

Orienting Point Clouds with Dipole Propagation

Gal Metzer, Rana Hanocka, Denis Zorin, Raja Giryes, Daniele Panozzo, Daniel Cohen-Or
ACM Transactions on Graphics (TOG)

Repository https://github.com/galmetzer/dipole-normal-prop

Seamless Manga Inpainting with Semantics Awareness

Minshan Xie, Menghan Xia, Xueting Liu, Chengze Li, Tien-Tsin Wong
ACM Transactions on Graphics (TOG)

Repository https://github.com/msxie92/MangaInpainting

General Virtual Sketching Framework for Vector Line Art

Haoran Mo, Edgar Simo-Serra, Chengying Gao, Changqing Zou, Ruomei Wang
ACM Transactions on Graphics (TOG)

Repository https://github.com/MarkMoHR/virtual_sketching

FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking

Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd Munson, Ian Foster
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/hguo/ftk

Automatic surface segmentation for seamless fabrication using 4-axis milling machines

Stefano Nuvoli, Alessandro Tola, Alessandro Muntoni, Nico Pietroni, Enrico Gobbetti, Riccardo Scateni
Wiley Computer Graphics Forum (CGF)

Repository https://github.com/cg3hci/4AxisMilling

2D Points Curve Reconstruction Survey and Benchmark

Stefan Ohrhallinger, Jiju Peethambaran, Amal Dev Parakkat, Tamal Dey, Ramanathan Muthuganapathy
Wiley Computer Graphics Forum (CGF)

Repository https://gitlab.com/stefango74/curve-benchmark/

Velocity Skinning for Real-time Stylized Skeletal Animation

Damien Rohmer, Marco Tarini, Niranjan Kalyanasundaram, Faezeh Moshfeghifar, Marie-Paule Cani, Victor Zordan
Wiley Computer Graphics Forum (CGF)

Repository https://github.com/drohmer/velocity_skinning_replicability

DimLift: Interactive Hierarchical Data Exploration through Dimensional Bundling

Laura Garrison, Juliane Mller, Stefanie Schreiber, Steffen Oeltze-Jafra, Helwig Hauser, and Stefan Bruckner
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Repository https://github.com/lauragarrison87/DimLift

DeepFaceDrawing: Deep Generation of Face Images from Sketches

Chen, Shu-Yu and Su, Wanchao and Gao, Lin and Xia, Shihong and Fu, Hongbo
ACM Transactions on Graphics (TOG)

Repository https://github.com/IGLICT/DeepFaceDrawing-Jittor.git

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)

Repository https://github.com/JulianeMu/IntegratedDualAnalysisAproach_MDA

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)

Repository https://github.com/Paul0927/terrain_sat

Code Replicability in Computer Graphics

Nicolas Bonneel, David Coeurjolly, Julie Digne, Nicolas Mellado
ACM Transactions on Graphics (TOG)

Repository https://github.com/GraphicsReplicability/sig20-paper-supplementary-materials

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)

Repository https://github.com/tzt101/MichiGAN

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)

Repository https://github.com/VRatPolito/LET-VR

Fast Tetrahedral Meshing in the Wild

Yixin Hu, Teseo Schneider, Bolun Wang, Denis Zorin, Daniele Panozzo
ACM Transactions on Graphics (TOG)

Repository https://github.com/wildmeshing/fTetWild

Variable-width contouring for additive manufacturing

Samuel Hornus, Tim Kuipers, Olivier Devillers, Monique Teillaud, Jonas Martinez, Marc Glisse, Sylvain Lazard, Sylvain Lefebvre
ACM Transactions on Graphics (TOG)

Repository https://github.com/mfx-inria/Variable-width-contouring

Deep Geometric Texture Synthesis

Amir Hertz, Rana Hanocka, Raja Giryes, Daniel Cohen-Or
ACM Transactions on Graphics (TOG)

Repository https://github.com/amirhertz/geometric-textures

Solid Geometry Processing on Deconstructed Domains

Silvia Sellan, Herng Yi Cheng, Yuming Ma, Mitchell Dembowski, Alec Jacobson
Wiley Computer Graphics Forum (CGF)

Repository https://github.com/sgsellan/solid-geometry-processing-on-deconstructed-domains

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)

Repository https://github.com/DeepMotionEditing/deep-motion-editing

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)

Repository https://github.com/inventec-ai-center/carl-siggraph2020

RigNet: Neural Rigging for Articulated Characters

Zhan Xu, Yang Zhou, Evangelos Kalogerakis , Chris Landreth , Karan Singh
ACM Transactions on Graphics (TOG)

Repository https://github.com/zhan-xu/RigNet

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)

Repository https://github.com/wliusjtu/Real-time-Image-Smoothing-via-Iterative-Least-Squares

Gradient-domain volumetric photon density estimation

Adrien Gruson, Binh-Son Hua, Nicolas Vibert, Derek Nowrouzezahrai, Toshiya Hachisuka
ACM Transactions on Graphics (TOG)

Repository https://github.com/gradientpm/gvpm

Semantic Soft Segmentation

Yagiz Aksoy, Tae-Hyun Oh, Sylvain Paris, Marc Pollefeys, Wojciech Matusik
ACM Transactions on Graphics (TOG)

Repository https://github.com/yaksoy/SemanticSoftSegmentation

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)

Repository https://github.com/daichengkai/VoxelMultiAxisAM

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)

Repository https://github.com/robertod/coverage-measure

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)

Repository https://github.com/mmiv-center/spectramosaic-public

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)

Repository https://github.com/martanunez/LA_flattening

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)

Repository https://github.com/gaolinorange/SDMNET_stamp

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)

Repository https://github.com/gaolinorange/Ausdt_stamp.git

A Similarity Measure for Material Appearance

Manuel Lagunas, Sandra Malpica, Ana Serrano, Elena Garces, Diego Gutierrez, Belen Masia
ACM Transactions on Graphics (TOG)

Repository https://github.com/mlagunas/material-appearance-similarity

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)

Repository https://github.com/wildmeshing/TriWild

Tetrahedral Meshing in the Wild

Yixin Hu, Qingnan Zhou, Xifeng Gao, Alec Jacobson, Denis Zorin, Daniele Panozzo
ACM Transactions on Graphics (TOG)

Repository https://github.com/Yixin-Hu/TetWild

Poly-Spline Finite Element Method

Teseo Schneider, Jeremie Dumas, Xifeng Gao, Mario Botsch, Daniele Panozzo, Denis Zorin
ACM Transactions on Graphics (TOG)

Repository https://github.com/polyfem/Poly-Spline-Finite-Element-Method

Decoupling Simulation Accuracy from Mesh Quality

Teseo Schneider, Yixin Hu, Jeremie Dumas, Xifeng Gao, Daniele Panozzo, Denis Zorin
ACM Transactions on Graphics (TOG)

Repository https://github.com/polyfem/Decoupling-Simulation-Accuracy-from-Mesh-Quality

Rodent: Generating Renderers without Writing a Generator

Arsene Perard-Gayot, Richard Membarth, Roland Leissa, Sebastian Hack, Philipp Slusallek
ACM Transactions on Graphics (TOG)

Repository

MeshCNN: A Network With an Edge

Rana Hanocka, Amir Hertz, Noa Fish, Raja Giryes, Shachar Fleishman, Daniel Cohen-Or
ACM Transactions on Graphics (TOG)

Repository https://github.com/ranahanocka/MeshCNN

On Bubble Rings and Ink Chandeliers

Marcel Padilla, Albert Chern, Felix Knöppel, Ulrich Pinkall, Peter Schröder
ACM Transactions on Graphics (TOG)

Repository

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)

Repository https://github.com/lijieumn/argus-distribution

T-junctions in spline surfaces

Kestutis Karciauskas, Daniele Panozzo, Jorg Peters (F# code by Martin Sarov)
ACM Transactions on Graphics (TOG)

Repository https://bitbucket.org/surflab/1617tj/overview

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)

Repository https://github.com/nepluno/libWetHair

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)

Repository https://github.com/ShyamsTree/HoleDetection.git

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)

Repository https://github.com/reproducibilitystamp/SPM2016_Origami

Non-Rigid Puzzles

Or Litany, Emanuele Rodola, Alex Bronstein, Michael Bronstein, Daniel Cremers
Wiley Computer Graphics Forum (SGP 2016)

Repository https://github.com/reproducibilitystamp/NonRigidPuzzles

Organization

The Replicability committee is a independent group of volunteers from the graphics community who want to help the community by enabling sharing of code and data as a community resource for non-commercial use.

General Chair

David Coeurjolly (CNRS - LIRIS)

Past General Chairs

Marco Attene (CNR - IMATI, 2019--2022), Daniele Panozzo (New York Univ., 2016--2019)

Associate Chairs

Carol O'Sullivan (Trinity College Dublin) - ACM TOG,
Han-Wei Shen (Ohio State 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

Marco Attene (CNR - IMATI), 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), Marc Alexa (TU Berlin).

Evaluation Committee

Aishwarya Pawar (Iowa Univ), Alec Jacobson (Univ Toronto), Alessandro Mutoni (CNR-ISTI), Ana Serrano (MPI), Christoph Garth (Univ Kaiserslautern), Daniela Giorgi (ISTI-CNR), Daniele Panozzo (New York Univ), David Bommes (Univ Bern), David Coeurjolly (CNRS), Dmitriy Smirnov (MIT), Dmitry Sokolov (INRIA), Eric Guérin (INSA Lyon), Gianmarco Cherchi (Univ Cagliari), Hui Huang (Shenzhen Univ), James Zhou (Adobe Research), Jaya Nair (IIITB), Jeremie Dumas (NYU), Jonàs Martinez (), Julian Panetta (EPFL), Julie Digne (CNRS), Julien Tierny (CNRS), Jun-Yan Zhu (CMU), Luigi Malomo (CNR-ISTI), Marcel Campen (Osnabruck Univ), Marco Livesu (IMATI-CNR), Martina Paccini (CNR-IMATI), Miika Aittala (MIT), Mina Konakovic (MIT), Nicolas Bonneel (CNRS), Nicolas Mellado (CNRS), Petra Isenberg (INRIA), Pierre Raimbaud (ENISE, LIRIS), Rana Hanocka (Univ Chicago), Roi Poranne (Univ Haifa), Romain Vuillemot (Ecole Centrale Lyon), Ruizhen Hu (Shenzhen Univ), Sebastian Koch (TU Berlin), Shahar Kovalsky (Duke Univ), Teseo Schneider (UVIC), Ulderico Fugacci (CNR-IMATI), Vijay Natarajan (Indian Inst Science), Vincent Nivoliers (Université Claude Bernard Lyon1, LIRIS), Xifeng Gao (NYU), Yotam Gingold (George Mason Univ), Yu Wang (MIT), Yuting Ye (Facebook), Zhongshi Jiang (NYU).

External Reviewers

Aljaz Bozic (Meta), Andrea Favilli (CNR), Andrea Favilli (ISTI-CNR), Anna Shtengel (TU Graz), Bastien Doignies (Univ Lyon), Changhao Li (University of Science and Technology of China), Dale Decatur (Uni Chicago), Daniel Martin (Univ Zaragoza ), Daniela Cabiddu (CNR IMATI), Dario Lanza (Univ Saragoza), Diefgo Royo (Universidad de Zaragoza), Frank ZY Dou (Univ. of Hong-Kong), Guillaume Gisbert (Univ Lyon), Haibin Huang (Kuaishou Technology), Jack Zhang (Uni Chicago), Liang Shi (MIT), Matthieu Blanchard (LIRIS - ENSAM), Mohammad Nabizadeh (UCSD), Nam Anh Dinh (UChicago), Raghavendra Sridharamurthy (Indian Inst Science), Richard Liu (Uni Chicago), Ruiqi Ni (Florida State Univ), Sai Manoj Kumar Jakkani (Indian Inst Science), Sandra Malpica (Universitat Politecnica de Catalunya), Stephane Grabli (Meta), Vijay Jaisankar (IIIT Bangalore), Xiangyu Su (Shenzhen University), YunFan Zhou (NYU), Zeyu Huang (TU Wien).

Technical Manager

Eric Lombardi (CNRS - LIRIS)