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ICSE 2021
Mon 17 May - Sat 5 June 2021

Thu 27 May

Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

16:30 - 17:30
3.4.1. Deep Neural Networks: Data SelectionTechnical Track / SEIP - Software Engineering in Practice / Journal-First Papers at Blended Sessions Room 1 +12h
Chair(s): Ayse Tosun Istanbul Technical University
16:30
20m
Paper
Test Selection for Deep Learning SystemsJournal-First
Journal-First Papers
Wei Ma SnT, University of Luxembourg, Mike Papadakis University of Luxembourg, Luxembourg, Anestis Tsakmalis University of Luxembourg, Maxime Cordy University of Luxembourg, Luxembourg, Yves Le Traon University of Luxembourg, Luxembourg
Pre-print Media Attached
16:50
20m
Paper
On the experiences of adopting automated data validation in an industrial machine learning projectSEIP
SEIP - Software Engineering in Practice
Lucy Ellen Lwakatare University of Helsinki, Finland, Ellinor Rånge Ericsson, Ivica Crnkovic Chalmers University of Technology, Jan Bosch Chalmers University of Technology, Sweden
Link to publication Media Attached
17:10
20m
Paper
Distribution-Aware Testing of Neural Networks Using Generative ModelsArtifact ReusableTechnical TrackArtifact Available
Technical Track
Swaroopa Dola University of Virginia, Matthew B Dwyer University of Virginia, Mary Lou Soffa University of Virginia
Pre-print Media Attached

Fri 28 May

Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

04:30 - 05:30
04:30
20m
Paper
Test Selection for Deep Learning SystemsJournal-First
Journal-First Papers
Wei Ma SnT, University of Luxembourg, Mike Papadakis University of Luxembourg, Luxembourg, Anestis Tsakmalis University of Luxembourg, Maxime Cordy University of Luxembourg, Luxembourg, Yves Le Traon University of Luxembourg, Luxembourg
Pre-print Media Attached
04:50
20m
Paper
On the experiences of adopting automated data validation in an industrial machine learning projectSEIP
SEIP - Software Engineering in Practice
Lucy Ellen Lwakatare University of Helsinki, Finland, Ellinor Rånge Ericsson, Ivica Crnkovic Chalmers University of Technology, Jan Bosch Chalmers University of Technology, Sweden
Link to publication Media Attached
05:10
20m
Paper
Distribution-Aware Testing of Neural Networks Using Generative ModelsArtifact ReusableTechnical TrackArtifact Available
Technical Track
Swaroopa Dola University of Virginia, Matthew B Dwyer University of Virginia, Mary Lou Soffa University of Virginia
Pre-print Media Attached