DeepCoder: Learning to Write Programs

7 November 2016

Papers citing "DeepCoder: Learning to Write Programs"

33 / 83 papers shown

Title
Learning programs by learning from failures Andrew Cropper Rolf Morel 31 87 0 05 May 2020
TF-Coder: Program Synthesis for Tensor Manipulations Kensen Shi David Bieber Rishabh Singh 17 41 0 19 Mar 2020
Learning Compositional Rules via Neural Program Synthesis Maxwell Nye Armando Solar-Lezama J. Tenenbaum Brenden M. Lake NAI LRM 28 117 0 12 Mar 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch Esteban Real Chen Liang David R. So Quoc V. Le 39 220 0 06 Mar 2020
Grammar Filtering For Syntax-Guided Synthesis K. Morton William T. Hallahan Elven Shum R. Piskac Mark Santolucito 31 10 0 07 Feb 2020
Forgetting to learn logic programs Andrew Cropper CLL 27 16 0 15 Nov 2019
Sketch2Code: Transformation of Sketches to UI in Real-time Using Deep Neural Network Vanita Jain P. Agrawal Subham Banga R. Kapoor Shashwat Gulyani 16 30 0 20 Oct 2019
JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation R. Agashe R. Campello Arthur Zimek 36 83 0 05 Oct 2019
Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling Feras A. Saad Marco F. Cusumano-Towner Ulrich Schaechtle Martin Rinard Vikash K. Mansinghka 33 58 0 14 Jul 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms Richard Shin Miltiadis Allamanis Marc Brockschmidt Oleksandr Polozov 24 87 0 26 Jun 2019
Learning Execution through Neural Code Fusion Zhan Shi Kevin Swersky Daniel Tarlow Parthasarathy Ranganathan Milad Hashemi GNN 21 29 0 17 Jun 2019
Write, Execute, Assess: Program Synthesis with a REPL Kevin Ellis Maxwell Nye Yewen Pu Felix Sosa J. Tenenbaum Armando Solar-Lezama 30 166 0 09 Jun 2019
Learning Compositional Neural Programs with Recursive Tree Search and Planning Thomas Pierrot Guillaume Ligner Scott E. Reed Olivier Sigaud Nicolas Perrin Alexandre Laterre David Kas Karim Beguir Nando de Freitas 41 41 0 30 May 2019
When Deep Learning Met Code Search J. Cambronero Hongyu Li Seohyun Kim Koushik Sen S. Chandra CLIP 29 218 0 09 May 2019
Learning to Infer Program Sketches Maxwell Nye Luke B. Hewitt J. Tenenbaum Armando Solar-Lezama NAI 18 113 0 17 Feb 2019
Recurrent Neural Networks for Fuzz Testing Web Browsers Martin Sablotny B. S. Jensen Chris W. Johnson 9 8 0 12 Dec 2018
A Retrieve-and-Edit Framework for Predicting Structured Outputs Tatsunori B. Hashimoto Kelvin Guu Yonatan Oren Percy Liang BDL KELM 36 174 0 04 Dec 2018
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 46 599 0 04 Oct 2018
Relay: A New IR for Machine Learning Frameworks Jared Roesch Steven Lyubomirsky Logan Weber Josh Pollock Marisa Kirisame Tianqi Chen Zachary Tatlock 16 104 0 26 Sep 2018
Automatic Program Synthesis of Long Programs with a Learned Garbage Collector Amit Zohar Lior Wolf 36 78 0 12 Sep 2018
Neural Guided Constraint Logic Programming for Program Synthesis Lisa Zhang Gregory Rosenblatt Ethan Fetaya Renjie Liao William E. Byrd M. Might R. Urtasun R. Zemel NAI 11 30 0 08 Sep 2018
NAPS: Natural Program Synthesis Dataset Maksym Zavershynskyi Alexander Skidanov Illia Polosukhin ReCod 18 36 0 06 Jul 2018
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis Rudy Bunel Matthew J. Hausknecht Jacob Devlin Rishabh Singh Pushmeet Kohli NAI 29 216 0 11 May 2018
HOUDINI: Lifelong Learning as Program Synthesis Lazar Valkov Dipak Chaudhari Akash Srivastava Charles Sutton Swarat Chaudhuri 24 79 0 31 Mar 2018
The Three Pillars of Machine Programming Justin Emile Gottschlich Armando Solar-Lezama Nesime Tatbul Michael Carbin Martin Rinard Regina Barzilay Saman P. Amarasinghe J. Tenenbaum Tim Mattson 19 62 0 20 Mar 2018
Tree-to-tree Neural Networks for Program Translation Xinyun Chen Chang-rui Liu D. Song 18 275 0 11 Feb 2018
Using Program Induction to Interpret Transition System Dynamics Svetlin Penkov S. Ramamoorthy AI4CE 30 11 0 26 Jul 2017
Towards Synthesizing Complex Programs from Input-Output Examples Xinyun Chen Chang-rui Liu D. Song NAI 21 11 0 05 Jun 2017
pix2code: Generating Code from a Graphical User Interface Screenshot Tony Beltramelli 30 267 0 22 May 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan L. V. D. van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 23 541 0 10 May 2017
Abstract Syntax Networks for Code Generation and Semantic Parsing Maxim Rabinovich Mitchell Stern Dan Klein 47 359 0 25 Apr 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
TerpreT: A Probabilistic Programming Language for Program Induction Alexander L. Gaunt Marc Brockschmidt Rishabh Singh Nate Kushman Pushmeet Kohli Jonathan Taylor Daniel Tarlow 35 123 0 15 Aug 2016