Do physicists stop searches too early? A remote-science, optimization landscape investigation. - Robert Heck; Oana Vuculescu; Jens Jakob W. H. Sørensen; Jonathan Zoller; Morten Ginnerup Andreasen; Mark G. Bason; Poul Ejlertsen; Ottó Elíasson; Pinja Haikka; Jens S. Laustsen; Lærke L. Nielsen; Andrew Mao; et al. (CoRR, 2017)

Making Better Mistakes: Leveraging Class Hierarchies With Deep Networks. - Luca Bertinetto; Romain Müller; Konstantinos Tertikas; Sina Samangooei; Nicholas A. Lord (CVPR, 2020)

Parameter-free Online Test-time Adaptation. - Malik Boudiaf; Romain Müller; Ismail Ben Ayed; Luca Bertinetto (CVPR, 2022)

Attacking deep networks with surrogate-based adversarial black-box methods is easy. - Nicholas A. Lord; Romain Müller; Luca Bertinetto (ICLR, 2022)

Bayesian Quadrature for Probability Threshold Robustness of Partially Undefined Functions. - Jonathan Sadeghi; Romain Mueller; John Redford (CoRR, 2022)

Query-Based Hard-Image Retrieval for Object Detection at Test Time. - Edward Ayers; Jonathan Sadeghi; John Redford; Romain Mueller; Puneet K. Dokania (AAAI, 2023)

Attacking Motion Planners Using Adversarial Perception Errors. - Jonathan Sadeghi; Nicholas A. Lord; John Redford; Romain Mueller (CoRR, 2023)

Lift-Attend-Splat: Bird's-eye-view camera-lidar fusion using transformers. - James Gunn; Zygmunt Lenyk; Anuj Sharma; Andrea Donati; Alexandru Buburuzan; John Redford; Romain Mueller (CVPR Workshops, 2024)

MObI: Multimodal Object Inpainting Using Diffusion Models. - Alexandru Buburuzan; Anuj Sharma; John Redford; Puneet K. Dokania; Romain Mueller (CVPR Workshops, 2025)