Mark Collier
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
6
Active years
2018–2026
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Semantic Document Derendering: SVG Reconstruction via Vision-Language Modeling. | Adam Hazimeh, Ke Wang, Mark Collier, Gilles Baechler, Efi Kokiopoulou, Pascal Frossard |
| 2025 | ICCV | Sketch-to-Layout: Sketch-Guided Multimodal Layout Generation. | Riccardo Brioschi, Aleksandr Alekseev, Emanuele Nevali, Berkay Dner, Omar El Malki, Blagoj Mitrevski, Leandro Kieliger, Mark Collier, Andrii Maksai, Jesse Berent, Claudiu Cristian Musat, Efi Kokiopoulou |
| 2024 | ICML | Pi-DUAL: Using privileged information to distinguish clean from noisy labels. | Ke Wang, Guillermo Ortiz-Jimnez, Rodolphe Jenatton, Mark Collier, Efi Kokiopoulou, Pascal Frossard |
| 2023 | ICLR | Massively Scaling Heteroscedastic Classifiers. | Mark Collier, Rodolphe Jenatton, Basil Mustafa, Neil Houlsby, Jesse Berent, Effrosyni Kokiopoulou |
| 2023 | ICML | Scaling Vision Transformers to 22 Billion Parameters. | Mostafa Dehghani, Josip Djolonga, Basil Mustafa, Piotr Padlewski, Jonathan Heek, Justin Gilmer, Andreas Peter Steiner, Mathilde Caron, Robert Geirhos, Ibrahim Alabdulmohsin, Rodolphe Jenatton, Lucas Beyer, Michael Tschannen, Anurag Arnab, Xiao Wang, Carlos Riquelme Ruiz, Matthias Minderer, Joan Puigcerver, Utku Evci, Manoj Kumar, Sjoerd van Steenkiste, Gamaleldin Fathy Elsayed, Aravindh Mahendran, Fisher Yu, Avital Oliver, Fantine Huot, Jasmijn Bastings, Mark Collier, Alexey A. Gritsenko, Vighnesh Birodkar, Cristina Nader Vasconcelos, Yi Tay, Thomas Mensink, Alexander Kolesnikov, Filip Pavetic, Dustin Tran, Thomas Kipf, Mario Lucic, Xiaohua Zhai, Daniel Keysers, Jeremiah J. Harmsen, Neil Houlsby |
| 2023 | ICML | When does Privileged information Explain Away Label Noise? | Guillermo Ortiz-Jimnez, Mark Collier, Anant Nawalgaria, Alexander Nicholas D'Amour, Jesse Berent, Rodolphe Jenatton, Efi Kokiopoulou |
| 2022 | ICML | Transfer and Marginalize: Explaining Away Label Noise with Privileged Information. | Mark Collier, Rodolphe Jenatton, Effrosyni Kokiopoulou, Jesse Berent |
| 2021 | CVPR | Correlated Input-Dependent Label Noise in Large-Scale Image Classification. | Mark Collier, Basil Mustafa, Efi Kokiopoulou, Rodolphe Jenatton, Jesse Berent |
| 2018 | ICANN | Implementing Neural Turing Machines. | Mark Collier, Jran Beel |