T. Anderson Keller
5 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Core Methods
(4)
Artificial Intelligence
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Cognitive Science
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
traveling wave
(2)
topographic organization
(2)
recurrent neural network
(2)
optimal transport
(1)
self-supervised learning
(1)
image reconstruction
(1)
sequence classification
(1)
multi-view learning
(1)
sequence learning
(1)
short-term memory
(1)
generative model
(1)
dynamical system
(1)
disentangled representation
(1)
partial differential equation
(1)
variational autoencoder
(1)
latent space
(1)
temporal coherence
(1)
equivariant representation
(1)
capsule network
(1)
multi-view self-supervised learning
(1)
Papers
Traveling Waves Encode The Recent Past and Enhance Sequence Learning
ICLR 2024
DUET: 2D Structured and Approximately Equivariant Representations
ICML 2023
Latent Traversals in Generative Models as Potential Flows
ICML 2023
Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks
ICML 2023
Topographic VAEs learn Equivariant Capsules
NeurIPS 2021