Claudia Clopath
10 papers · 2007–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Full π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Trend Setter
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Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(59)
Venues
Top co-authors
Research topics
Machine Learning
(10)
Learning Types
(8)
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(4)
Core Methods
(4)
Reinforcement Learning
(3)
Methods
(3)
Optimization & Theory
(3)
Interdisciplinary
(2)
Cognitive Science
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Keywords
deep reinforcement learning
(4)
catastrophic forgetting
(3)
continual learning
(3)
biomedical imaging
(2)
online learning
(1)
signal separation
(1)
reinforcement learning
(1)
theta oscillations
(1)
data augmentation
(1)
expectation maximization
(1)
image synthesis
(1)
motor learning
(1)
neural mechanisms
(1)
value function
(1)
continuous control
(1)
wake-sleep algorithm
(1)
hebbian learning
(1)
synaptic plasticity
(1)
independent component analysis
(1)
domain adaptation
(1)
Papers
SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour
ICLR 2025
Feedback control guides credit assignment in recurrent neural networks
NeurIPS 2024
A generative model of the hippocampal formation trained with theta driven local learning rules
NeurIPS 2023
Maslowβs Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation
ICML 2022
Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective
ICML 2021
Deep Reinforcement Learning for Subpixel Neural Tracking
MIDL 2019
Image Synthesis with a Convolutional Capsule Generative Adversarial Network
MIDL 2019
Policy Consolidation for Continual Reinforcement Learning
ICML 2019
Continual Reinforcement Learning with Complex Synapses
ICML 2018
An online Hebbian learning rule that performs Independent Component Analysis
NeurIPS 2007