Joanna Dipnall
4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
uncertainty estimation
(2)
few-shot learning
(1)
variational inference
(1)
multimodal learning
(1)
multi-label classification
(1)
out-of-domain detection
(1)
gaussian process
(1)
graph embedding
(1)
multi-view learning
(1)
document classification
(1)
deep neural network
(1)
out-of-distribution detection
(1)
expected calibration error
(1)
predictive uncertainty
(1)
multi-view classification
(1)
knowledge aggregation
(1)
neural process
(1)
neural network
(1)
label graph
(1)
uncertainty-aware classifier
(1)
Papers
Navigating Conflicting Views: Harnessing Trust for Learning
ICML 2025
Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation
NIPS 2023
Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture
NIPS 2022
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs
EMNLP 2020