Programme.
Starting time: 12:00 UTC, 13:00 BST,
14:00 CEST, 08:00 EST, 21:00 JST
(The times below are in UTC)
12:00-12:15
Opening and welcome to WAISE 2021, Organisation Committee
Session 1: Automated Driving Safety
Chair: Orlando Ávila Garcia
12:15-12:25
An Integrated Approach to a Safety Argumentation for AI-based Perception Functions in Automated Driving
Michael Mock, Stephan Scholz, Frederik Blank, Fabian Hüger, Andreas Rohatschek, Loren Schwarz and Thomas Stauner
12:25-12:35
Experimental Conformance Evaluation on UBER ATG Safety Case Framework with ANSL/UL 4600
Kenji Taguchi and Fuyuki Ishikawa
12:35-12:45
A New Approach to Better Consensus Building and Agreement Implementation for Trustworthy AI Systems
Yukiko Yanagisawa and Yasuhiko Yokote
12:45-13:00
Session Discussion
Session 2: AI Safety
Chair: Rob Ashmore
13:00-13:10
Deep Neural Network Uncertainty Estimation with Stochastic Inputs for Robust Aerial Navigation Policies
Fabio Arnez, Huascar Espinoza, Ansgar Radermacher and François Terrier
13:10-13:20
No Free Lunch: Overcoming Reward Gaming in AI Safety Gridworlds
Mariya Tsvarkaleva and Louise Dennis
13:20-13:30
Effect of label noise on robustness of deep neural network object detectors
Bishwo Adhikari, Jukka Peltomäki, Saeed Bakhshi Germi, Esa Rahtu and Heikki Huttunen
13:30-13:40
Human-in-the-Loop Learning Methods Toward Safe DL-based Autonomous Systems: A Review
Prajit T Rajendran, Huascar Espinoza, Agnes Delaborde and Chokri Mraidha
13:40-14:00
Session Discussion
14:00-14:30
Comfort Break
Keynote Talk
Chair: Chih-Hong Cheng
14:30-15:30
Session 3: Assurances for Autonomous Systems
Chair: Mauricio Castillo-Effen
15:30-15:40
Levels of Autonomy & Safety Assurance for AI-based Clinical Decision Systems
Paul Festor, Ibrahim Habil, Yan Jia, Anthony Gordon, A. Aldo Faisal and Matthieu Komorowski
15:40-15:50
Certification Game for the Operational Safety Analysis of AI-based CPS
Imane Lamrani, Ayan Banerjee and Sandeep Gupta
15:50-16:00
Learning From AV Safety: Hope and Humility Shape Policy and Progress
Marjory Blumenthal
16:00-16:15
Session Discussion
16:15-16:30
Comfort Break
New Ideas and Emerging Results
Chair: Zakaria Chihani
Towards a Common Testing Terminology for Software Engineering and Artificial Intelligence Experts
Lisa Joeckel, Thomas Bauer, Marc Hauer, Michael Klaes and Janek Gross
16:30-16:40
IEEE P7009 Standard on Fail-Safe Design of Autonomous and Semi-Autonomous Systems
Ken Wallace
16:40-16:50
European Training Network for Safer Autonomous Systems
Orian Dheu, Raul Sena Ferreira, Haris Aftab
16:50-17:05
Plenary Discussion
Chair: Philip Koopman
Plenary Discussion "Towards the Last Mile in Engineering Safe AI Systems"
17:05-17:45
WAISE 2021 Wrap Up
17:45-18:00