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Andreas M. Lehrmann

3 papers · 2013–2021 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+2 more ↓ πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸƒ Academic Marathon Β· Sprint πŸ—ΊοΈ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Bronze
πŸš€ Conference Pioneer πŸ“ˆ Trend Setter

Venues

CVPR (1) ICCV (1) UAI (1)

Top co-authors

Sebastian Nowozin (2) Peter V. Gehler (2) Edoardo A. Dominici (1) Leonid Sigal (1) Polina Zablotskaia (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Computer Vision (2) Analysis (2) Bayesian & Probabilistic Β· Artificial Intelligence (2) Core AI (2) Core Methods (2) Optimization & Theory (2) Deep Learning (1) Bayesian & Probabilistic Β· Machine Learning (1) Learning Types (1) Models (1)

Keywords

unsupervised learning (1) action recognition (1) temporal modeling (1) nonparametric bayesian (1) variational inference (1) pose estimation (1) markov chain monte carlo (1) human motion (1) nonparametric model (1) motion capture (1) particle filter (1) hidden markov model (1) bayesian network (1) latent variable model (1) sparse model (1) latent variable (1) dynamic bayesian network (1) human pose (1) video decomposition (1) iterative amortized inference (1)

Papers

PROVIDE: a probabilistic framework for unsupervised video decomposition UAI 2021 Efficient Nonlinear Markov Models for Human Motion CVPR 2014 A Non-parametric Bayesian Network Prior of Human Pose ICCV 2013