Jan-Matthis Lueckmann
4 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
Venues
Top co-authors
Research topics
Keywords
simulation-based inference
(2)
approximate bayesian computation
(2)
likelihood-free inference
(2)
neural network
(2)
time series forecasting
(1)
probabilistic modelling
(1)
amortized inference
(1)
cell segmentation
(1)
generative adversarial network
(1)
implicit prior
(1)
biophysical model
(1)
light sheet microscopy
(1)
neural activity prediction
(1)
variational inference
(1)
volumetric video modeling
(1)
bayesian inference
(1)
posterior distribution
(1)
parameter inference
(1)
Papers
ZAPBench: A Benchmark for Whole-Brain Activity Prediction in Zebrafish
ICLR 2025
GATSBI: Generative Adversarial Training for Simulation-Based Inference
ICLR 2022
Benchmarking Simulation-Based Inference
AISTATS 2021
Flexible statistical inference for mechanistic models of neural dynamics
NeurIPS 2017