Caswell Barry
6 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13)
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Keyword Pioneer
🐣
Hot Topic Early Bird
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Cross-Pollinator
(13)
Conferences
ICLR (2)
NIPS (2)
CVPR (1)
ICML (1)
Top co-authors
Keywords
representation learning
(1)
visual representation
(1)
wake-sleep algorithm
(1)
theta oscillations
(1)
generative model
(1)
factorized latent space
(1)
spatial representation
(1)
latent space
(1)
exploration bonus
(1)
intrinsic reward
(1)
artificial neural network
(1)
hierarchical memory
(1)
aleatoric uncertainty
(1)
triplet loss
(1)
latent state inference
(1)
curiosity-driven exploration
(1)
forward prediction
(1)
scene perception
(1)
neural network
(1)
structural knowledge
(1)
Papers
SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour
ICLR 2025
A generative model of the hippocampal formation trained with theta driven local learning rules
NIPS 2023
Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks
CVPR 2023
How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation
ICML 2022
MEMO: A Deep Network for Flexible Combination of Episodic Memories
ICLR 2020
Generalisation of structural knowledge in the hippocampal-entorhinal system
NIPS 2018