Marco Aversa

15 papers A* 4A 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 A conf
ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media Damage.
WACV
Daniela Ivanova, Marco Aversa, Paul Henderson, John Williamson
2025 J jnl
Autoguided Online Data Curation for Diffusion Model Training.
CoRR
Valeria Pais, Luis Oala, Daniele Faccio, Marco Aversa
2024 J jnl
ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media Damage.
CoRR
Daniela Ivanova, Marco Aversa, Paul Henderson, John Williamson
2024 A* conf
Generative Fractional Diffusion Models.
NeurIPS
Gabriel Nobis, Maximilian Springenberg, Marco Aversa, Michael Detzel, Rembert Daems, Roderick Murray-Smith, Shinichi Nakajima, Sebastian Lapuschkin, Stefano Ermon, Tolga Birdal, Manfred Opper, Christoph Knochenhauer, Luis Oala, Wojciech Samek
2024 A* conf
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
NeurIPS
Athanasios Tragakis, Marco Aversa, Chaitanya Kaul, Roderick Murray-Smith, Daniele Faccio
2024 J jnl
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
CoRR
Athanasios Tragakis, Marco Aversa, Chaitanya Kaul, Roderick Murray-Smith, Daniele Faccio
2024 J jnl
State-of-the-Art Fails in the Art of Damage Detection.
CoRR
Daniela Ivanova, Marco Aversa, Paul Henderson, John Williamson
2024 J jnl
Unsupervised Segmentation by Diffusing, Walking and Cutting.
CoRR
Daniela Ivanova, Marco Aversa, Paul Henderson, John Williamson
2023 J jnl
Data Models for Dataset Drift Controls in Machine Learning With Optical Images.
Trans. Mach. Learn. Res.
Luis Oala, Marco Aversa, Gabriel Nobis, Kurt Willis, Yoan Neuenschwander, Michèle Buck, Christian Matek, Jérôme Extermann, Enrico Pomarico, Wojciech Samek, Roderick Murray-Smith, Christoph Clausen, Bruno Sanguinetti
2023 A* conf
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology.
NeurIPS
Marco Aversa, Gabriel Nobis, Miriam Hägele, Kai Standvoss, Mihaela Chirica, Roderick Murray-Smith, Ahmed M. Alaa, Lukas Ruff, Daniela Ivanova, Wojciech Samek, Frederick Klauschen, Bruno Sanguinetti, Luis Oala
2023 J jnl
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology.
CoRR
Marco Aversa, Gabriel Nobis, Miriam Hägele, Kai Standvoss, Mihaela Chirica, Roderick Murray-Smith, Ahmed M. Alaa, Lukas Ruff, Daniela Ivanova, Wojciech Samek, Frederick Klauschen, Bruno Sanguinetti, Luis Oala
2023 J jnl
Generative Fractional Diffusion Models.
CoRR
Gabriel Nobis, Marco Aversa, Maximilian Springenberg, Michael Detzel, Stefano Ermon, Shinichi Nakajima, Roderick Murray-Smith, Sebastian Lapuschkin, Christoph Knochenhauer, Luis Oala, Wojciech Samek
2022 A* conf
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres.
NeurIPS
Joshua Mitton, Simon Peter Mekhail, Miles J. Padgett, Daniele Faccio, Marco Aversa, Roderick Murray-Smith
2022 J jnl
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres.
CoRR
Joshua Mitton, Simon Peter Mekhail, Miles J. Padgett, Daniele Faccio, Marco Aversa, Roderick Murray-Smith
2022 J jnl
Data Models for Dataset Drift Controls in Machine Learning With Images.
CoRR
Luis Oala, Marco Aversa, Gabriel Nobis, Kurt Willis, Yoan Neuenschwander, Michèle Buck, Christian Matek, Jérôme Extermann, Enrico Pomarico, Wojciech Samek, Roderick Murray-Smith, Christoph Clausen, Bruno Sanguinetti