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ICSE 2021
Mon 17 May - Sat 5 June 2021

Conference Day
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 TosunIstanbul Technical University
16:30
20m
Paper
Test Selection for Deep Learning SystemsJournal-First
Journal-First Papers
Wei MaSnT, University of Luxembourg, Mike PapadakisUniversity of Luxembourg, Luxembourg, Anestis TsakmalisUniversity of Luxembourg, Maxime CordyUniversity of Luxembourg, Luxembourg, Yves Le TraonUniversity of Luxembourg, Luxembourg
Pre-print
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 LwakatareUniversity of Helsinki, Finland, Ellinor RångeEricsson, Ivica CrnkovicChalmers University of Technology, Jan BoschChalmers University of Technology, Sweden
Link to publication
17:10
20m
Paper
Distribution-Aware Testing of Neural Networks Using Generative ModelsArtifact ReusableTechnical TrackArtifact Available
Technical Track
Swaroopa DolaUniversity of Virginia, Matthew B DwyerUniversity of Virginia, Mary Lou SoffaUniversity of Virginia
Pre-print Media Attached

Conference Day
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 MaSnT, University of Luxembourg, Mike PapadakisUniversity of Luxembourg, Luxembourg, Anestis TsakmalisUniversity of Luxembourg, Maxime CordyUniversity of Luxembourg, Luxembourg, Yves Le TraonUniversity of Luxembourg, Luxembourg
Pre-print
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 LwakatareUniversity of Helsinki, Finland, Ellinor RångeEricsson, Ivica CrnkovicChalmers University of Technology, Jan BoschChalmers University of Technology, Sweden
Link to publication
05:10
20m
Paper
Distribution-Aware Testing of Neural Networks Using Generative ModelsArtifact ReusableTechnical TrackArtifact Available
Technical Track
Swaroopa DolaUniversity of Virginia, Matthew B DwyerUniversity of Virginia, Mary Lou SoffaUniversity of Virginia
Pre-print Media Attached