Mcdonagh, Steven

17 publications

TMLR 2025 Causal Ordering for Structure Learning from Time Series Pedro Sanchez, Damian Machlanski, Steven McDonagh, Sotirios A. Tsaftaris

NeurIPS 2024 Einspace: Searching for Neural Architectures from Fundamental Operations Linus Ericsson, Miguel Espinosa, Chenhongyi Yang, Antreas Antoniou, Amos Storkey, Shay B. Cohen, Steven McDonagh, Elliot J. Crowley

MIDL 2024 Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction Yuyang Xue, Jingshuai Liu, Steven McDonagh, Sotirios A. Tsaftaris

CVPR 2024 MULAN: A Multi Layer Annotated Dataset for Controllable Text-to-Image Generation Petru-Daniel Tudosiu, Yongxin Yang, Shifeng Zhang, Fei Chen, Steven McDonagh, Gerasimos Lampouras, Ignacio Iacobacci, Sarah Parisot

ICLR 2024 Multi-Task Learning with 3D-Aware Regularization Wei-Hong Li, Steven McDonagh, Ales Leonardis, Hakan Bilen

CVPR 2023 Learning to Name Classes for Vision and Language Models Sarah Parisot, Yongxin Yang, Steven McDonagh

AISTATS 2023 Spread Flows for Manifold Modelling Mingtian Zhang, Yitong Sun, Chen Zhang, Steven Mcdonagh

CVPR 2023 Tunable Convolutions with Parametric Multi-Loss Optimization Matteo Maggioni, Thomas Tanay, Francesca Babiloni, Steven McDonagh, Aleš Leonardis

CVPR 2022 CroMo: Cross-Modal Learning for Monocular Depth Estimation Yannick Verdié, Jifei Song, Barnabé Mas, Benjamin Busam, Ales̆ Leonardis, Steven McDonagh

CVPR 2022 Long-Tail Recognition via Compositional Knowledge Transfer Sarah Parisot, Pedro M. Esperança, Steven McDonagh, Tamas J. Madarasz, Yongxin Yang, Zhenguo Li

AAAI 2022 Model-Based Image Signal Processors via Learnable Dictionaries Marcos V. Conde, Steven McDonagh, Matteo Maggioni, Ales Leonardis, Eduardo Pérez-Pellitero

NeurIPSW 2022 OOD Detection with Class Ratio Estimation Mingtian Zhang, Andi Zhang, Tim Z. Xiao, Yitong Sun, Steven McDonagh

IJCAI 2022 Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images Nanqing Dong, Matteo Maggioni, Yongxin Yang, Eduardo Pérez-Pellitero, Ales Leonardis, Steven McDonagh

NeurIPS 2021 On the Out-of-Distribution Generalization of Probabilistic Image Modelling Mingtian Zhang, Andi Zhang, Steven McDonagh

ECCV 2020 Low Light Video Enhancement Using Synthetic Data Produced with an Intermediate Domain Mapping Danai Triantafyllidou, Sean Moran, Steven McDonagh, Sarah Parisot, Gregory Slabaugh

ECCV 2020 Many-Shot from Low-Shot: Learning to Annotate Using Mixed Supervision for Object Detection Carlo Biffi, Steven McDonagh, Philip Torr, Aleš Leonardis, Sarah Parisot

ICCVW 2019 SteReFo: Efficient Image Refocusing with Stereo Vision Benjamin Busam, Matthieu Hog, Steven McDonagh, Gregory G. Slabaugh