Fabian H. Sinz
15 papers · 2007–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π§ Keyword Pioneer π Interdisciplinary Bridge π Academic Marathon (18)
πΊοΈ
Taxonomy Completionist
(41)
π
Renaissance Researcher
(5)
π§
Keyword Pioneer
π₯
Mega-Team
(26)
π
Keyword Champion
(2)
π
Trend Setter
π
Century Club
(15)
ποΈ
Keyword Collector
(73)
Conferences
NIPS (10)
ICLR (5)
Top co-authors
Keywords
neural response prediction
(2)
neuronal activity
(2)
image classification
(1)
image generation
(1)
probabilistic modeling
(1)
domain generalization
(1)
clustering analysis
(1)
l1 regularization
(1)
visual cortex
(1)
neural encoding
(1)
embedding learning
(1)
feature embedding
(1)
out-of-distribution generalization
(1)
predictive modeling
(1)
posterior distribution
(1)
bayesian inference
(1)
natural images
(1)
pattern classification
(1)
fisher discriminant analysis
(1)
multi-task learning
(1)
Papers
Learning and aligning single-neuron invariance manifolds in visual cortex
ICLR 2025
Reproducibility of predictive networks for mouse visual cortex
NIPS 2024
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
NIPS 2024
Energy Guided Diffusion for Generating Neurally Exciting Images
NIPS 2023
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system
NIPS 2023
Bayesian Oracle for bounding information gain in neural encoding models
ICLR 2023
A flow-based latent state generative model of neural population responses to natural images
NIPS 2021
Towards robust vision by multi-task learning on monkey visual cortex
NIPS 2021
Generalization in data-driven models of primary visual cortex
ICLR 2021
Rotation-invariant clustering of neuronal responses in primary visual cortex
ICLR 2020
Factorized Neural Processes for Neural Processes: K-Shot Prediction of Neural Responses
NIPS 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
NIPS 2009
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction
NIPS 2008
An Analysis of Inference with the Universum
NIPS 2007