Antonia Creswell
6 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer π Conference Polyglot (5)
π
Renaissance Researcher
(5)
π
Conference Pioneer
β
The Questioner
π₯
Unstoppable
(5)
Conferences
NIPS (2)
EMNLP (1)
ICLR (1)
ICML (1)
MIDL (1)
Top co-authors
Keywords
unsupervised learning
(1)
representation learning
(1)
few-shot learning
(1)
variational inference
(1)
scene understanding
(1)
data augmentation
(1)
in-context learning
(1)
prompt engineering
(1)
explanation generation
(1)
image synthesis
(1)
visual reasoning
(1)
instance segmentation
(1)
relational reasoning
(1)
variational approach
(1)
biomedical imaging
(1)
temporal abstraction
(1)
partially observable environment
(1)
language model
(1)
generative adversarial network
(1)
transition model
(1)
Papers
Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning
ICLR 2023
Can language models learn from explanations in context?
EMNLP 2022
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
NIPS 2021
Unsupervised Object-Based Transition Models For 3D Partially Observable Environments
NIPS 2021
An Explicitly Relational Neural Network Architecture
ICML 2020
Image Synthesis with a Convolutional Capsule Generative Adversarial Network
MIDL 2019