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Learning to Infer Graphics Programs from Hand-Drawn Images

30 July 2017

Papers citing "Learning to Infer Graphics Programs from Hand-Drawn Images"

50 / 83 papers shown

Title
Unified Modeling Language Code Generation from Diagram Images Using Multimodal Large Language Models Averi Bates Ryan Vavricka Shane Carleton Ruosi Shao Chongle Pan 107 0 0 15 Mar 2025
TikZero: Zero-Shot Text-Guided Graphics Program Synthesis Jonas Belouadi Eddy Ilg Margret Keuper Hideki Tanaka Masao Utiyama Raj Dabre Steffen Eger Simone Paolo Ponzetto 176 0 0 14 Mar 2025
GRS: Generating Robotic Simulation Tasks from Real-World Images Alex Zook Fan-Yun Sun Josef Spjut Valts Blukis Stan Birchfield Jonathan Tremblay 99 4 0 20 Oct 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 125 14 0 15 Aug 2024
Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts Namasivayam Kalithasan Sachit Sachdeva H. Singh Vishal Bindal Arnav Tuli Gurarmaan Singh Panjeta Divyanshu Aggarwal Rohan Paul Rohan Paul Parag Singla 73 0 0 11 Apr 2024
ShapeCoder: Discovering Abstractions for Visual Programs from Unstructured Primitives R. K. Jones Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 77 25 0 09 May 2023
Discovering Design Concepts for CAD Sketches Yuezhi Yang Hao Pan 64 12 0 26 Oct 2022
Self-explaining deep models with logic rule reasoning Seungeon Lee Xiting Wang Sungwon Han Xiaoyuan Yi Xing Xie M. Cha NAI ReLM LRM 92 17 0 13 Oct 2022
Neurosymbolic Repair for Low-Code Formula Languages Rohan Bavishi Harshit Joshi José Pablo Cambronero Sánchez Anna Fariha Sumit Gulwani Vu Le Ivan Radicek A. Tiwari 62 13 0 24 Jul 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese Guosheng Lin SyDa ALM 227 273 0 05 Jul 2022
Programmatic Concept Learning for Human Motion Description and Synthesis Sumith Kulal Jiayuan Mao A. Aiken Jiajun Wu 116 8 0 27 Jun 2022
From Perception to Programs: Regularize, Overparameterize, and Amortize Hao Tang Kevin Ellis NAI 82 10 0 13 Jun 2022
Backpropagation through Combinatorial Algorithms: Identity with Projection Works Subham S. Sahoo Anselm Paulus Marin Vlastelica Vít Musil Volodymyr Kuleshov Georg Martius 98 20 0 30 May 2022
Neural Program Synthesis with Query Di Huang Rui Zhang Xing Hu Xishan Zhang Pengwei Jin Nan Li Zidong Du Qi Guo Yunji Chen 38 2 0 08 May 2022
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis Albert Tseng Jennifer J. Sun Yisong Yue 108 10 0 30 Nov 2021
Using Program Synthesis and Inductive Logic Programming to solve Bongard Problems Atharv Sonwane Sharad Chitlangia T. Dash Lovekesh Vig Gautam M. Shroff A. Srinivasan 48 5 0 19 Oct 2021
Vitruvion: A Generative Model of Parametric CAD Sketches Ari Seff Wenda Zhou Nick Richardson Ryan P. Adams 70 66 0 29 Sep 2021
Unsupervised Learning of Neurosymbolic Encoders Eric Zhan Jennifer J. Sun Ann Kennedy Yisong Yue Swarat Chaudhuri 91 14 0 28 Jul 2021
Supervised Bayesian Specification Inference from Demonstrations Ankit J. Shah Pritish Kamath Shen Li Patrick L. Craven Kevin J. Landers Kevin B. Oden J. Shah 122 3 0 06 Jul 2021
Leveraging Language to Learn Program Abstractions and Search Heuristics Catherine Wong Kevin Ellis J. Tenenbaum Jacob Andreas 103 56 0 18 Jun 2021
Interpreting Expert Annotation Differences in Animal Behavior Megan Tjandrasuwita Jennifer J. Sun Ann Kennedy Swarat Chaudhuri Yisong Yue 117 8 0 11 Jun 2021
SketchGen: Generating Constrained CAD Sketches W. Para S. Bhat Paul Guerrero Tom Kelly Niloy Mitra Leonidas Guibas Peter Wonka 3DV 119 75 0 04 Jun 2021
Hierarchical Motion Understanding via Motion Programs Sumith Kulal Jiayuan Mao A. Aiken Jiajun Wu 87 15 0 22 Apr 2021
Engineering Sketch Generation for Computer-Aided Design Karl D. D. Willis P. Jayaraman Joseph G. Lambourne Hang Chu Yewen Pu 3DV 169 64 0 19 Apr 2021
ShapeMOD: Macro Operation Discovery for 3D Shape Programs R. K. Jones David Charatan Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 69 9 0 13 Apr 2021
Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks Despoina Paschalidou Angelos Katharopoulos Andreas Geiger Sanja Fidler 3DPC 3DV 3DH 60 115 0 18 Mar 2021
Dual Reinforcement-Based Specification Generation for Image De-Rendering Ramakanth Pasunuru David B. Rosenberg Gideon Mann Joey Tianyi Zhou 102 0 0 02 Mar 2021
Program Synthesis Guided Reinforcement Learning for Partially Observed Environments Yichen Yang J. Inala Osbert Bastani Yewen Pu Armando Solar-Lezama Martin Rinard 125 12 0 22 Feb 2021
Abstraction and Analogy-Making in Artificial Intelligence Melanie Mitchell 95 167 0 22 Feb 2021
Im2Vec: Synthesizing Vector Graphics without Vector Supervision P. Reddy Michael Gharbi M. Lukác Niloy J. Mitra 3DV 123 118 0 04 Feb 2021
Deep Learning Generalization and the Convex Hull of Training Sets Roozbeh Yousefzadeh 67 20 0 25 Jan 2021
Understanding in Artificial Intelligence S. Maetschke D. M. Iraola Pieter Barnard Elaheh Shafieibavani Peter Zhong Ying Xu Antonio Jimeno Yepes ELM VLM 44 0 0 17 Jan 2021
Neurosymbolic Transformers for Multi-Agent Communication J. Inala Yichen Yang James Paulos Yewen Pu Osbert Bastani Vijay Kumar Martin Rinard Armando Solar-Lezama 102 24 0 05 Jan 2021
PLAD: Learning to Infer Shape Programs with Pseudo-Labels and Approximate Distributions R. K. Jones Homer Walke Daniel E. Ritchie 90 24 0 25 Nov 2020
Multi-Plane Program Induction with 3D Box Priors Yikai Li Jiayuan Mao Xiuming Zhang Bill Freeman J. Tenenbaum Noah Snavely Jiajun Wu 87 17 0 19 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 104 65 0 05 Oct 2020
ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis R. K. Jones Theresa Barton Xianghao Xu Kai Wang Ellen Jiang Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 126 32 0 17 Sep 2020
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 86 116 0 14 Sep 2020
Sketch2CAD: Sequential CAD Modeling by Sketching in Context Changjian Li Hao Pan Adrien Bousseau Niloy J. Mitra 3DV 3DPC 186 29 0 10 Sep 2020
Learning Differentiable Programs with Admissible Neural Heuristics Ameesh Shah Eric Zhan Jennifer J. Sun Abhinav Verma Yisong Yue Swarat Chaudhuri 223 44 0 23 Jul 2020
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation Alexandre Carlier Martin Danelljan Alexandre Alahi Radu Timofte 212 145 0 22 Jul 2020
OccamNet: A Fast Neural Model for Symbolic Regression at Scale Owen Dugan Rumen Dangovski Allan dos Santos Costa Samuel Kim Pawan Goyal J. Jacobson M. Soljavcić 95 11 0 16 Jul 2020
SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design Ari Seff Yaniv Ovadia Wenda Zhou Ryan P. Adams AI4CE 3DV 87 69 0 16 Jul 2020
Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis Kavi Gupta Peter Ebert Christensen Xinyun Chen Basel Alomair NAI 86 53 0 16 Jul 2020
Program Synthesis with Pragmatic Communication Yewen Pu Kevin Ellis Marta Kryven J. Tenenbaum Armando Solar-Lezama 60 21 0 09 Jul 2020
Perspective Plane Program Induction from a Single Image Yikai Li Jiayuan Mao Xiuming Zhang William T. Freeman J. Tenenbaum Jiajun Wu 3DV 121 13 0 25 Jun 2020
Learning Task-General Representations with Generative Neuro-Symbolic Modeling Reuben Feinman Brenden M. Lake GAN 61 19 0 25 Jun 2020
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning Kevin Ellis Catherine Wong Maxwell Nye Mathias Sablé-Meyer Luc Cary Lucas Morales Luke B. Hewitt Armando Solar-Lezama J. Tenenbaum NAI CLL 111 196 0 15 Jun 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image Despoina Paschalidou Luc van Gool Andreas Geiger 3DV OCL 88 108 0 02 Apr 2020
ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds Gopal Sharma Difan Liu Subhransu Maji E. Kalogerakis S. Chaudhuri Radomír Mvech 3DPC 98 145 0 26 Mar 2020