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Romain Mueller
Joined
May 2021
Names
Romain Mueller
(Preferred)
,
Romain Müller
Emails
****@five.ai
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@bosch.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Research engineer
FiveAI
(five.ai)
2018
–
2024
Postdoc
University of Oxford
(ox.ac.uk)
2015
–
2018
PhD student
Swiss Federal Institute of Technology
(ethz.ch)
2011
–
2015
Advisors, Relations & Conflicts
Coworker
Tom Joy
Present
Coworker
Kemal Oksuz
Present
Coauthor
Luca Bertinetto
Present
Coauthor
Sina Samangoei
Present
Coauthor
Edward Ayers
Present
Coauthor
Malik Boudiaf
Present
Coauthor
Ismail Ben Ayed
Present
Expertise
Autonomous driving
,
Computer Vision
,
Perception
,
3D object detection
Present
Publications
Query-based Hard-Image Retrieval for Object Detection at Test Time
Jonathan Sadeghi
,
Ed Ayers
,
John Redford
,
Romain Mueller
,
Puneet K. Dokania
03 Nov 2023
OpenReview Archive Direct Upload
Readers:
Everyone
An Active Learning Reliability Method for Systems with Partially Defined Performance Functions
Jonathan Sadeghi
,
Romain Mueller
,
John Redford
03 Nov 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Bayesian Quadrature for Probability Threshold Robustness of Partially Undefined Functions
Jonathan Sadeghi
,
Romain Mueller
,
John Redford
2022 (modified: 17 Nov 2022)
CoRR 2022
Readers:
Everyone
Query-based Hard-Image Retrieval for Object Detection at Test Time
Edward Ayers
,
Jonathan Sadeghi
,
John Redford
,
Romain Mueller
,
Puneet K. Dokania
2022 (modified: 17 Nov 2022)
CoRR 2022
Readers:
Everyone
Parameter-free Online Test-time Adaptation
Malik Boudiaf
,
Romain Müller
,
Ismail Ben Ayed
,
Luca Bertinetto
Published: 01 Jan 2022, Last Modified: 05 Nov 2023
CVPR 2022
Readers:
Everyone
Attacking deep networks with surrogate-based adversarial black-box methods is easy
Nicholas A. Lord
,
Romain Müller
,
Luca Bertinetto
Published: 01 Jan 2022, Last Modified: 05 Nov 2023
ICLR 2022
Readers:
Everyone
Parameter-free Online Test-time Adaptation
Malik Boudiaf
,
Romain Müller
,
Ismail Ben Ayed
,
Luca Bertinetto
Published: 01 Jan 2022, Last Modified: 05 Nov 2023
CoRR 2022
Readers:
Everyone
Attacking deep networks with surrogate-based adversarial black-box methods is easy
Nicholas A. Lord
,
Romain Müller
,
Luca Bertinetto
Published: 01 Jan 2022, Last Modified: 05 Nov 2023
CoRR 2022
Readers:
Everyone
Attacking deep networks with surrogate-based adversarial black-box methods is easy
Nicholas A. Lord
,
Romain Mueller
,
Luca Bertinetto
Published: 28 Jan 2022, Last Modified: 12 Oct 2025
ICLR 2022 Poster
Readers:
Everyone
Making Better Mistakes: Leveraging Class Hierarchies With Deep Networks
Luca Bertinetto
,
Romain Müller
,
Konstantinos Tertikas
,
Sina Samangooei
,
Nicholas A. Lord
2020 (modified: 05 Nov 2023)
CVPR 2020
Readers:
Everyone
View all 11 publications
Co-Authors
Ed Ayers
Edward Ayers
Ismail Ben Ayed
John Redford
Jonathan Sadeghi
Konstantinos Tertikas
Luca Bertinetto
Malik Boudiaf
Nicholas A. Lord
Puneet K. Dokania
Sina Samangooei