Andreas Lehrmann
8 papers · 2017–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
NIPS (4)
ECCV (2)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
variational inference
(3)
normalizing flow
(2)
attention mechanism
(1)
question answering
(1)
visual grounding
(1)
visual dialog
(1)
deep learning
(1)
time series
(1)
stochastic process
(1)
structured output
(1)
associative memory
(1)
probabilistic graphical model
(1)
stochastic differential equation
(1)
physics-based model
(1)
end-to-end training
(1)
posterior density
(1)
reference resolution
(1)
non-parametric method
(1)
latent process
(1)
posterior representation
(1)
Papers
Continuous Latent Process Flows
NIPS 2021
Learning Physics-Guided Face Relighting Under Directional Light
CVPR 2020
Generating Videos of Zero-Shot Compositions of Actions and Objects
ECCV 2020
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows
NIPS 2020
Variational Autoencoders with Jointly Optimized Latent Dependency Structure
ICLR 2019
Probabilistic Video Generation using Holistic Attribute Control
ECCV 2018
Visual Reference Resolution using Attention Memory for Visual Dialog
NIPS 2017
Non-parametric Structured Output Networks
NIPS 2017