Martin Schiegg
6 papers · 2012–2023 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (15) ๐ Conference Polyglot (5) ๐ Academic Marathon (11) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (13)
๐งญ
Keyword Pioneer
๐ฃ
Hot Topic Early Bird
๐
Conference Pioneer
Conferences
ICML (2)
AISTATS (1)
CVPR (1)
ICCV (1)
UAI (1)
Top co-authors
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)
mixture model
(1)
probabilistic graphical model
(1)
state-space model
(1)
latent variable
(1)
Papers
Validation of composite systems by discrepancy propagation
UAI 2023
Differentiable Likelihoods for Fast Inversion of โLikelihood-Freeโ 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