Neurosymbolic Models for Computer Graphics

20 April 2023

Niloy J. Mitra

Karl D. D. Willis

Jiajun Wu

3DV

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Papers citing "Neurosymbolic Models for Computer Graphics"

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Title
CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM Jingwei Xu Chenyu Wang Zibo Zhao Wen Liu Yi-An Ma Shenghua Gao 72 15 0 07 Nov 2024
Can Large Language Models Understand Symbolic Graphics Programs? Zeju Qiu Weiyang Liu Haiwen Feng Zhen Liu Tim Z. Xiao Katherine M. Collins J. Tenenbaum Adrian Weller Michael J. Black Bernhard Schölkopf 90 12 0 15 Aug 2024
PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction Sinisa Stekovic Stefan Ainetter Mattia DÚrso Friedrich Fraundorfer Vincent Lepetit 92 0 0 16 Apr 2024
Discovering Design Concepts for CAD Sketches Yuezhi Yang Hao Pan 26 12 0 26 Oct 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 100 492 0 12 Oct 2022
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 69 125 0 19 Sep 2022
Reconstructing editable prismatic CAD from rounded voxel models Joseph G. Lambourne Karl D. D. Willis P. Jayaraman Longfei Zhang Aditya Sanghi Kamal Rahimi Malekshan 67 39 0 02 Sep 2022
Node Graph Optimization Using Differentiable Proxies Yiwei Hu Paul Guerrero Miloš Hašan Holly Rushmeier Valentin Deschaintre 65 25 0 15 Jul 2022
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks Xiang Xu Karl D. D. Willis Joseph G. Lambourne Chin-Yi Cheng P. Jayaraman Yasutaka Furukawa 58 76 0 11 Jul 2022
Identifying concept libraries from language about object structure Catherine Wong William P. McCarthy Gabriel Grand Yoni Friedman J. Tenenbaum Jacob Andreas Robert D. Hawkins Judith E. Fan OCL 53 13 0 11 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 302 6,768 0 13 Apr 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 63 1,352 0 08 Feb 2022
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 141 623 0 22 Nov 2021
Vitruvion: A Generative Model of Parametric CAD Sketches Ari Seff Wenda Zhou Nick Richardson Ryan P. Adams 50 64 0 29 Sep 2021
CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing Daxuan Ren Jianmin Zheng Jianfei Cai Jiatong Li Haiyong Jiang ... Junzhe Zhang Liang Pan Mingyuan Zhang Haiyu Zhao Shuai Yi 3DV 3DPC 51 49 0 25 Aug 2021
SP-GAN: Sphere-Guided 3D Shape Generation and Manipulation Ruihui Li Xianzhi Li Ka-Hei Hui Chi-Wing Fu 61 37 0 10 Aug 2021
Co-Optimization of Design and Fabrication Plans for Carpentry Haisen Zhao Max Willsey Amy Zhu Chandrakana Nandi Zach Tatlock Justin Solomon Adriana Schulz 20 8 0 26 Jul 2021
ShapeMOD: Macro Operation Discovery for 3D Shape Programs R. K. Jones David Charatan Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 42 9 0 13 Apr 2021
UNIT-DDPM: UNpaired Image Translation with Denoising Diffusion Probabilistic Models Hiroshi Sasaki Chris G. Willcocks T. Breckon DiffM 48 163 0 12 Apr 2021
Character Controllers Using Motion VAEs Hung Yu Ling F. Zinno George Cheng M. van de Panne DRL 45 251 0 26 Mar 2021
Generative Modelling of BRDF Textures from Flash Images Philipp Henzler Valentin Deschaintre Niloy J. Mitra Tobias Ritschel 3DV 45 66 0 23 Feb 2021
Im2Vec: Synthesizing Vector Graphics without Vector Supervision P. Reddy Michael Gharbi M. Lukác Niloy J. Mitra 3DV 59 115 0 04 Feb 2021
Generative Layout Modeling using Constraint Graphs W. Para Paul Guerrero Tom Kelly Leonidas Guibas Peter Wonka 54 69 0 26 Nov 2020
Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Construction from Human Design Sequences Karl D. D. Willis Yewen Pu Jieliang Luo Hang Chu Tao Du Joseph G. Lambourne Armando Solar-Lezama Wojciech Matusik 69 64 0 05 Oct 2020
Understanding the Role of Individual Units in a Deep Neural Network David Bau Jun-Yan Zhu Hendrik Strobelt Àgata Lapedriza Bolei Zhou Antonio Torralba GAN 59 446 0 10 Sep 2020
Sketch2CAD: Sequential CAD Modeling by Sketching in Context Changjian Li Hao Pan Adrien Bousseau Niloy J. Mitra 3DV 3DPC 145 29 0 10 Sep 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 66 260 0 23 Feb 2020
StructureNet: Hierarchical Graph Networks for 3D Shape Generation Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 87 135 0 01 Aug 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 517 10,500 0 12 Dec 2018
Single-Image SVBRDF Capture with a Rendering-Aware Deep Network Valentin Deschaintre M. Aittala F. Durand G. Drettakis Adrien Bousseau 3DH 44 263 0 23 Oct 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 493 3,101 0 04 Jun 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 256 18,685 0 20 Jul 2017
GRASS: Generative Recursive Autoencoders for Shape Structures Jun Li Kai Xu S. Chaudhuri Ersin Yumer Hao Zhang Leonidas Guibas 3DV 103 185 0 05 May 2017
Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani Hao Su Leonidas Guibas Alexei A. Efros Jitendra Malik 78 358 0 01 Dec 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 275 1,949 0 24 Oct 2016