UniReps Workshop
UniReps Workshop
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featured
A sparse null code emerges in deep neural networks
Brian S Robinson
,
Nathan Drenkow
,
Colin Conwell
,
Michael Bonner
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OpenReview
PMLR
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
Berivan Isik
,
Victor Lecomte
,
Rylan Schaeffer
,
Yann LeCun
,
Mikail Khona
,
Ravid Shwartz-Ziv
,
Sanmi Koyejo
,
Andrey Gromov
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OpenReview
Are Spiking Neural Networks more expressive than Artificial Neural Networks?
Manjot Singh
,
Adalbert Fono
,
Gitta Kutyniok
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OpenReview
Distributional Reinforcement Learning in the Mammalian Brain
Adam Lowet
,
Qiao Zheng
,
Melissa Meng
,
Sara Matias
,
Jan Drugowitsch
,
Naoshige Uchida
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OpenReview
Duality of Bures and Shape Distances with Implications for Comparing Neural Representations
Sarah E Harvey
,
Brett W. Larsen
,
Alex H Williams
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OpenReview
PMLR
Randomly Weighted Neuromodulation in Neural Networks Facilitates Learning of Manifolds Common Across Tasks
Jinyung Hong
,
Theodore P. Pavlic
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OpenReview
PMLR
Soft Matching Distance: A metric on neural representations that captures single-neuron tuning
Meenakshi Khosla
,
Alex H Williams
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OpenReview
PMLR
ZipIt!: Multitask Model Merging without Training
George Stoica
,
Daniel Bolya
,
Jakob Brandt Bjorner
,
Pratik Ramesh
,
Taylor Hearn
,
Judy Hoffman
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OpenReview
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