shiningrain / AUTOTRAINERLinks
An Automatic DNN TrainingProblem Detection and Repair System
☆18Updated last year
Alternatives and similar repositories for AUTOTRAINER
Users that are interested in AUTOTRAINER are comparing it to the libraries listed below
Sorting:
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆13Updated last year
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆55Updated last year
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆12Updated 2 years ago
- We propose a novel DL-based mutation technique (LEAM), which adapts the syntax-guided encoder-decoder architecture to build two sub-model…☆28Updated last year
- For our ISSTA20 paper "CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair" by Thibaud Lutellier…☆62Updated 2 years ago
- Replication Package for "Natural Attack for Pre-trained Models of Code", ICSE 2022☆46Updated 10 months ago
- ☆14Updated 3 years ago
- A learning-guided approach for executing arbitrary Python code snippets☆18Updated last year
- For our ICSE21 paper "CURE: Code-Aware Neural Machine Translation for Automatic Program Repair" by Nan Jiang, Thibaud Lutellier, and Lin …☆55Updated 2 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆79Updated 2 years ago
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆37Updated 2 years ago
- ☆29Updated 3 years ago
- Adversarial Robustness for Code☆15Updated 4 years ago
- ☆25Updated 2 years ago
- Refactory: Re-factoring based Program Repair applied to Programming Assignments☆40Updated 2 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆78Updated 2 months ago
- IST'21 & SANER'22: Semantic-Preserving Program Transformations☆31Updated 2 years ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆26Updated 4 years ago
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆14Updated 3 years ago
- Fuzzing Automatic Differentiation in Deep-Learning Libraries (ICSE'23)☆24Updated last year
- Towards Robustness of Deep Program Processing Models – Detection, Estimation and Enhancement☆21Updated 2 years ago
- Template-based Automated Program Repair☆47Updated last year
- An Extensible Java Bug Benchmark for Automatic Program Repair Studies☆36Updated last year
- ☆41Updated 2 years ago
- A multi-lingual program repair benchmark set based on the Quixey Challenge☆124Updated 2 years ago
- Neural Program Repair with Execution-based Backpropagation http://arxiv.org/pdf/2105.04123☆24Updated 2 years ago
- ☆23Updated 6 months ago
- [TOSEM 2023] A Survey of Learning-based Automated Program Repair☆71Updated last year
- ☆51Updated 4 years ago
- ☆59Updated 2 years ago