Martin Schiegg
6 papers · 2012–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Keyword Pioneer
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
gaussian process
(3)
bayesian nonparametrics
(1)
variational inference
(1)
relational learning
(1)
probabilistic inference
(1)
gradient-based optimization
(1)
weakly supervised learning
(1)
likelihood-free inference
(1)
object tracking
(1)
time series
(1)
convex relaxation
(1)
multi-object tracking
(1)
maximum mean discrepancy
(1)
occlusion handling
(1)
structured learning
(1)
cell tracking
(1)
state space model
(1)
mixture model
(1)
probabilistic graphical model
(1)
latent variable
(1)
Papers
Validation of composite systems by discrepancy propagation
UAI 2023
Differentiable Likelihoods for Fast Inversion of ’Likelihood-Free’ Dynamical Systems
ICML 2020
Probabilistic Recurrent State-Space Models
ICML 2018
Tracking Indistinguishable Translucent Objects over Time using Weakly Supervised Structured Learning
CVPR 2014
Conservation Tracking
ICCV 2013
Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data
AISTATS 2012