Cian Eastwood
9 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12)
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Keyword Pioneer
🐣
Hot Topic Early Bird
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Conference Pioneer
Conferences
ICLR (3)
NIPS (3)
ECCV (1)
ICML (1)
MIDL (1)
Top co-authors
Keywords
domain generalization
(2)
contrastive learning
(1)
scene understanding
(1)
multimodal learning
(1)
3d vision
(1)
3d scene understanding
(1)
scene representation
(1)
out-of-distribution generalization
(1)
multi-view learning
(1)
spatial ambiguity
(1)
distribution shift
(1)
invariant feature learning
(1)
spurious correlation
(1)
embedding alignment
(1)
object-centric representation
(1)
multi-object scene
(1)
quantile risk minimization
(1)
causal predictor
(1)
intrapair intercluster
(1)
unsupervised learning
(1)
Papers
Unpaired Multimodal Learning for Biological Datasets
MIDL 2026
Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models
ICML 2025
GIVT: Generative Infinite-Vocabulary Transformers
ECCV 2024
Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
NIPS 2023
DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
ICLR 2023
Probable Domain Generalization via Quantile Risk Minimization
NIPS 2022
Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration
ICLR 2022
Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views
NIPS 2020
A Framework for the Quantitative Evaluation of Disentangled Representations
ICLR 2018