Fabian H. Sinz
15 papers · 2007–2025 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (40) π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Gold
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Mega-Team Β· Squad
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Keyword Champion
(4)
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Trend Setter
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Century Club Β· Bronze
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Keyword Collector
(85)
Venues
Top co-authors
Research topics
Machine Learning
(14)
Deep Learning
(9)
Core Methods
(8)
Optimization & Theory
(6)
Artificial Intelligence
(5)
Computer Vision
(5)
Core AI
(4)
Interdisciplinary
(3)
Analysis
(3)
Application Areas
(3)
Architectures
(3)
Learning Types
(3)
Models
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic
(2)
Keywords
representation learning
(4)
neural response prediction
(4)
convolutional neural network
(3)
primary visual cortex
(2)
neural encoding
(2)
neural network
(2)
contrast gain control
(2)
orientation selectivity
(2)
neuronal responses
(2)
visual cortex
(2)
neuronal activity
(2)
bayesian inference
(2)
out-of-distribution generalization
(1)
feature embedding
(1)
domain generalization
(1)
embedding learning
(1)
probabilistic modeling
(1)
image classification
(1)
natural images
(1)
clustering analysis
(1)
Papers
Learning and aligning single-neuron invariance manifolds in visual cortex
ICLR 2025
Reproducibility of predictive networks for mouse visual cortex
NeurIPS 2024
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
NeurIPS 2024
Bayesian Oracle for bounding information gain in neural encoding models
ICLR 2023
Energy Guided Diffusion for Generating Neurally Exciting Images
NeurIPS 2023
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system
NeurIPS 2023
A flow-based latent state generative model of neural population responses to natural images
NeurIPS 2021
Generalization in data-driven models of primary visual cortex
ICLR 2021
Towards robust vision by multi-task learning on monkey visual cortex
NeurIPS 2021
Factorized Neural Processes for Neural Processes: K-Shot Prediction of Neural Responses
NeurIPS 2020
Rotation-invariant clustering of neuronal responses in primary visual cortex
ICLR 2020
A rotation-equivariant convolutional neural network model of primary visual cortex
ICLR 2019
Hierarchical Modeling of Local Image Features through L_p-Nested Symmetric Distributions
NeurIPS 2009
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction
NeurIPS 2008
An Analysis of Inference with the Universum
NeurIPS 2007