Cian Eastwood

According to our database, Cian Eastwood authored at least 10 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

GIVT: Generative Infinite-Vocabulary Transformers.

Michael Tschannen, Cian Eastwood, Fabian Mentzer

CoRR, 2023

Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations.

Cian Eastwood, Julius von Kügelgen, Linus Ericsson, Diane Bouchacourt, Pascal Vincent, Bernhard Schölkopf, Mark Ibrahim

CoRR, 2023

Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features.

Cian Eastwood, Shashank Singh, Andrei Liviu Nicolicioiu, Marin Vlastelica Pogancic, Julius von Kügelgen, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability.

Cian Eastwood, Andrei Liviu Nicolicioiu, Julius von Kügelgen, Armin Kekic, Frederik Träuble, Andrea Dittadi, Bernhard Schölkopf

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences.

Cian Eastwood, Nanbo Li, Christopher K. I. Williams

CoRR, 2022

Probable Domain Generalization via Quantile Risk Minimization.

Cian Eastwood, Alexander Robey, Shashank Singh, Julius von Kügelgen, Hamed Hassani, George J. Pappas, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration.

Cian Eastwood, Ian Mason, Christopher K. I. Williams, Bernhard Schölkopf

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Unit-level surprise in neural networks.

Cian Eastwood, Ian Mason, Christopher K. I. Williams

Proceedings of the I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, 2021

2020

Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views.

Nanbo Li, Cian Eastwood, Robert B. Fisher

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

A Framework for the Quantitative Evaluation of Disentangled Representations.

Cian Eastwood, Christopher K. I. Williams

Proceedings of the 6th International Conference on Learning Representations, 2018