Ainkaran Santhirasekaram

15 papers A* 1Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
CF-Seg: Counterfactuals Meet Segmentation.
MICCAI (8)
Raghav Mehta, Fabio De Sousa Ribeiro, Tian Xia, Mélanie Roschewitz, Ainkaran Santhirasekaram, Dominic C. Marshall, Ben Glocker
2025 J jnl
CF-Seg: Counterfactuals meet Segmentation.
CoRR
Raghav Mehta, Fabio De Sousa Ribeiro, Tian Xia, Mélanie Roschewitz, Ainkaran Santhirasekaram, Dominic C. Marshall, Ben Glocker
2025 J jnl
Counterfactual Identifiability via Dynamic Optimal Transport.
CoRR
Fabio De Sousa Ribeiro, Ainkaran Santhirasekaram, Ben Glocker
2025 J jnl
Robust prostate disease classification using transformers with discrete representations.
Int. J. Comput. Assist. Radiol. Surg.
Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
2024 J jnl
A geometric approach to robust medical image segmentation.
Medical Image Anal.
Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
2024 A* conf
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention.
NeurIPS
Avinash Kori, Francesco Locatello, Ainkaran Santhirasekaram, Francesca Toni, Ben Glocker, Fabio De Sousa Ribeiro
2024 J jnl
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention.
CoRR
Avinash Kori, Francesco Locatello, Ainkaran Santhirasekaram, Francesca Toni, Ben Glocker, Fabio De Sousa Ribeiro
2023 — conf
A Sheaf Theoretic Perspective for Robust Prostate Segmentation.
MICCAI (4)
Ainkaran Santhirasekaram, Karen Pinto, Mathias Winkler, Andrea G. Rockall, Ben Glocker
2023 — conf
Hierarchical Compositionality in Hyperbolic Space for Robust Medical Image Segmentation.
DART@MICCAI
Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
2023 — conf
Robust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification.
CVPR Workshops
Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Francesca Toni, Ben Glocker
2023 — conf
Topology Preserving Compositionality for Robust Medical Image Segmentation.
CVPR Workshops
Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
2022 J jnl
Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models.
CoRR
Ainkaran Santhirasekaram, Avinash Kori, Andrea G. Rockall, Mathias Winkler, Francesca Toni, Ben Glocker
2022 — conf
Vector Quantisation for Robust Segmentation.
MICCAI (4)
Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Ben Glocker
2022 J jnl
Vector Quantisation for Robust Segmentation.
CoRR
Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea G. Rockall, Ben Glocker
2021 — conf
Multi-scale Hybrid Transformer Networks: Application to Prostate Disease Classification.
ML-CDS@MICCAI
Ainkaran Santhirasekaram, Karen Pinto, Mathias Winkler, Eric O. Aboagye, Ben Glocker, Andrea G. Rockall