Stephen Baccus
6 papers · 2016–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
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Deep Learning
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natural stimulus
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neural encoding
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population coding
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sensory processing
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video classification
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language modeling
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convolutional neural network
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neural network interpretability
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fisher information
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in-context learning
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natural scenes
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information geometry
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state space model
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computational neuroscience
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deep neural network
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language model
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foundation model
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genomic sequence
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image classification
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Papers
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
NeurIPS 2023
Hyena Hierarchy: Towards Larger Convolutional Language Models
ICML 2023
Information Geometry of the Retinal Representation Manifold
NeurIPS 2023
S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces
NeurIPS 2022
From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction
NeurIPS 2019
Deep Learning Models of the Retinal Response to Natural Scenes
NeurIPS 2016