Data Leakage in Automotive Perception: Practitioners' Insights (CAIN 2026 - Industry Track) - CAIN 2026

Sun 12 - Sat 18 April 2026 Rio de Janeiro, Brazil

co-located with ICSE 2026

Who

Md Abu Ahammed Babu, Sushant Kumar Pandey, Darko Durisic, András Bálint, Miroslaw Staron

Track

CAIN 2026 Industry Track

This program is tentative and subject to change.

Time Zone

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When

Sun 12 Apr 2026 14:20 - 14:32 at Oceania X - Data, Transparency, and XAI

Md Abu Ahammed Babu

Sushant Kumar Pandey

University of Groningen, The Netherlands

Netherlands

Darko Durisic

András Bálint

Miroslaw Staron

Chalmers University of Technology and University of Gothenburg

Sweden

This program is tentative and subject to change.

Time Zone

The program is currently displayed in (GMT-03:00) Brasilia, Distrito Federal, Brazil.

Use conference time zone: (GMT-03:00) Brasilia, Distrito Federal, BrazilSelect other time zone

The GMT offsets shown reflect the offsets at the moment of the conference.

Time Band

By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).
The time band will also limit the events that are included in the personal iCalendar subscription service.

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Session Program

Sun 12 Apr
Displayed time zone: Brasilia, Distrito Federal, Brazil change

	14:00 - 15:30	Data, Transparency, and XAIJournal-First Track / Research Track / Industry Track / CAIN Program at Oceania X

	14:00 12m Full-paper		Data Annotation Errors in AI-Enabled Perception System Development: A Multi-Organisation Case Study in the Automotive DomainFull Paper Research Track Hina Saeeda Chalmers University Sweden, Eric Knauss Chalmers \| University of Gothenburg, Mazen Mohamad Chalmers \| RISE - Research Institutes of Sweden, Tommy Johansson Kognic AB Sweden
	14:12 8m Short-paper		Model-Driven Engineering of Synthetic Data Pipelines for AI-Enabled Healthcare SystemsShort Paper Research Track Mukhtar Sani CEA List, France, Nicholas Matragkas Université Paris-Saclay, CEA, List., Nam-khanh Nguyen DILS/LSEA CEA LIST Palaiseau, France
	14:20 12m Industry talk		Data Leakage in Automotive Perception: Practitioners' InsightsFull Paper Industry Track Md Abu Ahammed Babu , Sushant Kumar Pandey University of Groningen, The Netherlands, Darko Durisic , András Bálint , Miroslaw Staron Chalmers University of Technology and University of Gothenburg
	14:32 12m Full-paper		AIBoMGen: Generating an AI Bill of Materials for Secure, Transparent, and Compliant Model TrainingFull Paper Research Track Wiebe Vandendriessche Ghent University, imec, Jordi Thijsman Ghent University, imec, Laurens D'hooge Ghent University, imec, Bruno Volckaert Ghent University, imec, Merlijn Sebrechts Ghent University, imec Pre-print
	14:44 12m Talk		Interpretability/Explainability Applied to Machine Learning Software Defect PredictionFull Paper Journal-First Track Szymon Stradowski , Lech Madeyski Wroclaw University of Science and Technology
	14:56 12m Full-paper		Distilling Ensemble Intelligence into Explainable Anomaly Detection ModelsFull Paper Research Track Ashish Rauniyar SINTEF Digital, Norway, Erik Johannes Husom SINTEF Digital, Sagar Sen
	15:08 22m Live Q&A		Joint Q&A (Data, Transparency, and XAI) CAIN Program