DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs

7 December 2021

Papers citing "DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs"

7 / 7 papers shown

Title
An Experience Report on Regression-Free Repair of Deep Neural Network Model Takao Nakagawa Susumu Tokumoto Shogo Tokui Fuyuki Ishikawa 63 1 0 10 Mar 2025
Path Analysis for Effective Fault Localization in Deep Neural Networks Soroush Hashemifar Saeed Parsa A. Kalaee AAML 49 0 0 28 Jan 2025
Mutation-based Fault Localization of Deep Neural Networks Ali Ghanbari Deepak-George Thomas Muhammad Arbab Arshad Hridesh Rajan 13 13 0 10 Sep 2023
Bug Characterization in Machine Learning-based Systems Mohammad Mehdi Morovati Amin Nikanjam Florian Tambon Foutse Khomh Zhen Ming Z. Jiang 31 20 0 26 Jul 2023
Comparative analysis of real bugs in open-source Machine Learning projects -- A Registered Report Tuan Dung Lai Anj Simmons Scott Barnett Jean-Guy Schneider Rajesh Vasa 14 1 0 20 Sep 2022
Bugs in Machine Learning-based Systems: A Faultload Benchmark Mohammad Mehdi Morovati Amin Nikanjam Foutse Khomh Zhen Ming Z. Jiang 32 20 0 24 Jun 2022
Manas: Mining Software Repositories to Assist AutoML Giang Nguyen Johir Islam Rangeet Pan Hridesh Rajan 51 15 0 06 Dec 2021