Olivier Winter
3 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(3)
Machine Learning
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Bayesian & Probabilistic
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Research
(1)
Keywords
brain-computer interface
(2)
neural decoding
(2)
variational inference
(1)
neural dynamics
(1)
self-supervised learning
(1)
neural activity
(1)
spike sorting
(1)
brain regions
(1)
foundation model
(1)
cell type classification
(1)
neural spiking data
(1)
mixture of gaussian
(1)
multimodal contrastive learning
(1)
electrophysiological recording
(1)
self-supervised modeling
(1)
multi-task masking
(1)
population activity
(1)
single-spike resolution
(1)
multi-task learning
(1)
Papers
In vivo cell-type and brain region classification via multimodal contrastive learning
ICLR 2025
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution
NeurIPS 2024
Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes
NeurIPS 2023