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Cian Eastwood
Cian Eastwood
University of Edinburgh
Подтвержден адрес электронной почты в домене ed.ac.uk - Главная страница
Название
Процитировано
Процитировано
Год
A framework for the quantitative evaluation of disentangled representations
C Eastwood, CKI Williams
International Conference on Learning Representations, 2018
4492018
Source-free adaptation to measurement shift via bottom-up feature restoration
C Eastwood, I Mason, CKI Williams, B Schölkopf
International Conference on Learning Representations, 2022
562022
Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views
N Li, C Eastwood, R Fisher
Advances in Neural Information Processing Systems 34, 2020
452020
Probable Domain Generalization via Quantile Risk Minimization
C Eastwood, A Robey, S Singh, J von Kügelgen, H Hassani, GJ Pappas, ...
Advances in Neural Information Processing Systems 36, 2022
392022
DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
C Eastwood, AL Nicolicioiu, J von Kügelgen, A Kekić, F Träuble, A Dittadi, ...
International Conference on Learning Representations, 2023
122023
Unit-level surprise in neural networks
C Eastwood, I Mason, CKI Williams
I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, 33-40, 2022
82022
Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
C Eastwood, S Singh, AL Nicolicioiu, M Vlastelica, J von Kügelgen, ...
Advances in Neural Information Processing Systems 37, 2023
52023
Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations
C Eastwood, J von Kügelgen, L Ericsson, D Bouchacourt, P Vincent, ...
arXiv preprint arXiv:2311.08815, 2023
22023
On the DCI Framework for Evaluating Disentangled Representations: Extensions and Connections to Identifiability
C Eastwood, AL Nicolicioiu, J Von Kügelgen, A Kekic, F Träuble, A Dittadi, ...
UAI 2022 Workshop on Causal Representation Learning, 2022
22022
GIVT: Generative Infinite-Vocabulary Transformers
M Tschannen, C Eastwood, F Mentzer
arXiv preprint arXiv:2312.02116, 2023
12023
Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences
C Eastwood, L Nanbo, CKI Williams
ICLR 2022 Workshop on Objects, Structure and Causality, 2022
2022
DCI-ES: AN EXTENDED DISENTANGLEMENT FRAME
C Eastwood, AL Nicolicioiu, J von Kügelgen, A Kekic, F Träuble, A Dittadi, ...
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Статьи 1–12