RobustFill: Neural Program Learning under Noisy I/O

21 March 2017

Papers citing "RobustFill: Neural Program Learning under Noisy I/O"

32 / 82 papers shown

Title
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 35 190 0 15 Jun 2020
Neural Execution Engines: Learning to Execute Subroutines Yujun Yan Kevin Swersky Danai Koutra Parthasarathy Ranganathan Milad Hashemi NAI 24 40 0 15 Jun 2020
TF-Coder: Program Synthesis for Tensor Manipulations Kensen Shi David Bieber Rishabh Singh 25 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
A Benchmark for Systematic Generalization in Grounded Language Understanding Laura Ruis Jacob Andreas Marco Baroni Diane Bouchacourt Brenden M. Lake 19 138 0 11 Mar 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch Esteban Real Chen Liang David R. So Quoc V. Le 44 220 0 06 Mar 2020
Grammar Filtering For Syntax-Guided Synthesis K. Morton William T. Hallahan Elven Shum R. Piskac Mark Santolucito 36 10 0 07 Feb 2020
Synthetic Data for Deep Learning Sergey I. Nikolenko 51 349 0 25 Sep 2019
Neutaint: Efficient Dynamic Taint Analysis with Neural Networks Dongdong She Yizheng Chen Abhishek Shah Baishakhi Ray Suman Jana 25 44 0 08 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
Maybe Deep Neural Networks are the Best Choice for Modeling Source Code Rafael-Michael Karampatsis Charles Sutton 32 54 0 13 Mar 2019
Guiding High-Performance SAT Solvers with Unsat-Core Predictions Daniel Selsam Nikolaj S. Bjørner NAI 21 119 0 12 Mar 2019
Learning to Infer Program Sketches Maxwell Nye Luke B. Hewitt J. Tenenbaum Armando Solar-Lezama NAI 18 113 0 17 Feb 2019
Learning to Infer and Execute 3D Shape Programs Yonglong Tian Andrew F. Luo Xingyuan Sun Kevin Ellis William T. Freeman J. Tenenbaum Jiajun Wu 3DV 31 145 0 09 Jan 2019
Stepping Stones to Inductive Synthesis of Low-Level Looping Programs Christopher D. Rosin 19 16 0 26 Nov 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 34 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 29 217 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
Tree-to-tree Neural Networks for Program Translation Xinyun Chen Chang-rui Liu D. Song 18 275 0 11 Feb 2018
Interactive Robot Transition Repair With SMT Jarrett Holtz Arjun Guha Joydeep Biswas 16 20 0 05 Feb 2018
Dynamic Neural Program Embedding for Program Repair Ke Wang Rishabh Singh Z. Su NAI 37 136 0 20 Nov 2017
Not all bytes are equal: Neural byte sieve for fuzzing Mohit Rajpal W. Blum Rishabh Singh 24 120 0 10 Nov 2017
Neural Program Meta-Induction Jacob Devlin Rudy Bunel Rishabh Singh Matthew J. Hausknecht Pushmeet Kohli 43 72 0 11 Oct 2017
Neural Task Programming: Learning to Generalize Across Hierarchical Tasks Danfei Xu Suraj Nair Yuke Zhu J. Gao Animesh Garg Li Fei-Fei Silvio Savarese 25 193 0 04 Oct 2017
Using Program Induction to Interpret Transition System Dynamics Svetlin Penkov S. Ramamoorthy AI4CE 35 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
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 223 7,930 0 17 Aug 2015