Rufin VanRullen
10 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 💎 Century Club · Bronze 🔥 Unstoppable · Bronze
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The Questioner
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(5)
Deep Learning
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Core Methods
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Architectures
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Learning Paradigms · Artificial Intelligence
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Learning Types · Machine Learning
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Models
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Reinforcement Learning
(1)
Application Areas
(1)
Learning Paradigms · Machine Learning
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Learning Types · Deep Learning
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Methods
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Techniques
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Keywords
one-shot learning
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representation learning
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contrastive learning
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adversarial robustness
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zero-shot learning
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dynamic synapses
(1)
computational efficiency
(1)
transfer learning
(1)
object tracking
(1)
convolutional neural network
(1)
multimodal learning
(1)
feature tracking
(1)
reproducing kernel banach space
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synaptic plasticity
(1)
predictive coding
(1)
neural synchrony
(1)
attention mechanism
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adaptive control
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prototype learning
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image classification
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Papers
Tracking objects that change in appearance with phase synchrony
ICLR 2025
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks
NeurIPS 2024
Saliency strikes back: How filtering out high frequencies improves white-box explanations
ICML 2024
CLIP-based image captioning via unsupervised cycle-consistency in the latent space
ACL 2023
Learning Functional Transduction
NeurIPS 2023
Meta-Reinforcement Learning with Self-Modifying Networks
NeurIPS 2022
When does CLIP generalize better than unimodal models? When judging human-centric concepts
ACL 2022
Does language help generalization in vision models?
CoNLL 2021
Go with the flow: Adaptive control for Neural ODEs
ICLR 2021
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics
NeurIPS 2021