Antonia Creswell
6 papers · 2019–2023 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Analysis
(2)
Models
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Keywords
large language model
(2)
few-shot learning
(1)
variational approach
(1)
causal reasoning
(1)
scene understanding
(1)
logical reasoning
(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 inference
(1)
biomedical imaging
(1)
temporal abstraction
(1)
partially observable environment
(1)
language model
(1)
representation learning
(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
NeurIPS 2021
Unsupervised Object-Based Transition Models For 3D Partially Observable Environments
NeurIPS 2021
An Explicitly Relational Neural Network Architecture
ICML 2020
Image Synthesis with a Convolutional Capsule Generative Adversarial Network
MIDL 2019