Eastwood, Cian

13 publications

ICML 2025 Towards Scientific Discovery with Dictionary Learning: Extracting Biological Concepts from Microscopy Foundation Models Konstantin Donhauser, Kristina Ulicna, Gemma Elyse Moran, Aditya Ravuri, Kian Kenyon-Dean, Cian Eastwood, Jason Hartford

ECCV 2024 GIVT: Generative Infinite-Vocabulary Transformers Michael Tschannen, Cian Eastwood, Fabian Mentzer

NeurIPSW 2024 Score-Based Interaction Testing in Pairwise Experiments Jana Osea, Zuheng Xu, Cian Eastwood, Jason Hartford

NeurIPSW 2024 Towards Scientific Discovery with Dictionary Learning: Extracting Biological Concepts from Microscopy Foundation Models Konstantin Donhauser, Gemma Elyse Moran, Aditya Ravuri, Kian Kenyon-Dean, Kristina Ulicna, Cian Eastwood, Jason Hartford

ICLR 2023 DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability Cian Eastwood, Andrei Liviu Nicolicioiu, Julius Von Kügelgen, Armin Kekić, Frederik Träuble, Andrea Dittadi, Bernhard Schölkopf

NeurIPSW 2023 Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations Cian Eastwood, Julius von Kügelgen, Linus Ericsson, Diane Bouchacourt, Pascal Vincent, Mark Ibrahim, Bernhard Schölkopf

NeurIPS 2023 Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features Cian Eastwood, Shashank Singh, Andrei L Nicolicioiu, Marin Vlastelica Pogančić, Julius von Kügelgen, Bernhard Schölkopf

ICLRW 2022 Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences Cian Eastwood, Li Nanbo, Chris Williams

NeurIPS 2022 Probable Domain Generalization via Quantile Risk Minimization Cian Eastwood, Alexander Robey, Shashank Singh, Julius von Kügelgen, Hamed Hassani, George J. Pappas, Bernhard Schölkopf

ICLR 2022 Source-Free Adaptation to Measurement Shift via Bottom-up Feature Restoration Cian Eastwood, Ian Mason, Chris Williams, Bernhard Schölkopf

NeurIPSW 2021 Unit-Level Surprise in Neural Networks Cian Eastwood, Ian Mason, Chris Williams

NeurIPS 2020 Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views Nanbo Li, Cian Eastwood, Robert Fisher

ICLR 2018 A Framework for the Quantitative Evaluation of Disentangled Representations Cian Eastwood, Christopher K. I. Williams