Umut Güçlü
7 papers · 2016–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Unstoppable · Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Deep Learning
(4)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core AI
(3)
Models
(3)
Optimization & Theory
(3)
Computer Vision
(1)
Interdisciplinary
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Cognitive Science
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
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
NeurIPS 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
NeurIPS 2018
Reconstructing perceived faces from brain activations with deep adversarial neural decoding
NeurIPS 2017
Brains on Beats
NeurIPS 2016