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Poster
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Wed 9:00
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Variable-rate hierarchical CPC leads to acoustic unit discovery in speech
Santiago Cuervo · Adrian Lancucki · Ricard Marxer · Paweł Rychlikowski · Jan Chorowski
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Poster
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Tue 9:00
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Structured Energy Network As a Loss
Jay Yoon Lee · Dhruvesh Patel · Purujit Goyal · Wenlong Zhao · Zhiyang Xu · Andrew McCallum
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Poster
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Wed 14:00
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The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning
Zixin Wen · Yuanzhi Li
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Poster
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Tue 9:00
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Phase transitions in when feedback is useful
Lokesh Boominathan · Xaq Pitkow
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Poster
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Wed 14:00
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Predictive Coding beyond Gaussian Distributions
Luca Pinchetti · Tommaso Salvatori · Yordan Yordanov · Beren Millidge · Yuhang Song · Thomas Lukasiewicz
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Workshop
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Neural networks learn an environment's geometry in latent space by performing predictive coding on visual scenes
James Gornet · Matt Thomson
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Poster
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Thu 14:00
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Learning on Arbitrary Graph Topologies via Predictive Coding
Tommaso Salvatori · Luca Pinchetti · Beren Millidge · Yuhang Song · Tianyi Bao · Rafal Bogacz · Thomas Lukasiewicz
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Poster
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Wed 14:00
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BayesPCN: A Continually Learnable Predictive Coding Associative Memory
Jinsoo Yoo · Frank Wood
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Workshop
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Neural networks learn an environment's geometry in latent space by performing predictive coding on visual scenes
James Gornet · Matt Thomson
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Poster
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Thu 14:00
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Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome
Elliott Gordon-Rodriguez · Thomas Quinn · John Cunningham
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Poster
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On the relationship between variational inference and auto-associative memory
Louis Annabi · Alexandre Pitti · Mathias Quoy
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Workshop
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Sat 7:10
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Neural networks learn an environment's geometry in latent space by performing predictive coding on visual scenes
James Gornet · Matt Thomson
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