Umut Güçlü
7 papers · 2016–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🗺️ Taxonomy Completionist (19)
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Interdisciplinary Bridge
🐝
Cross-Pollinator
(5)
🌈
Renaissance Researcher
(5)
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Unstoppable
(5)
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Trend Setter
Conferences
NIPS (4)
AISTATS (2)
UAI (1)
Top co-authors
Keywords
variational inference
(3)
convolutional neural network
(2)
brain decoding
(2)
bayesian inference
(2)
neural representation
(2)
probabilistic inference
(1)
brain-computer interface
(1)
neural decoding
(1)
adversarial training
(1)
functional magnetic resonance imaging
(1)
image reconstruction
(1)
gaussian process
(1)
natural images
(1)
neural activity
(1)
beta process
(1)
likelihood-free inference
(1)
indian buffet process
(1)
spike train analysis
(1)
optimal transport
(1)
bayesian nonparametrics
(1)
Papers
MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity
NIPS 2024
The Indian Chefs Process
UAI 2020
Forward Amortized Inference for Likelihood-Free Variational Marginalization
AISTATS 2019
SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity
AISTATS 2019
Wasserstein Variational Inference
NIPS 2018
Reconstructing perceived faces from brain activations with deep adversarial neural decoding
NIPS 2017
Brains on Beats
NIPS 2016