Andreas Lehrmann
8 papers · 2017–2021 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Models
(3)
Computer Vision
(2)
Bayesian & Probabilistic
(2)
Core AI · Computer Vision
(2)
Learning Types · Deep Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Core AI · Artificial Intelligence
(1)
Learning Types · Machine Learning
(1)
Keywords
variational inference
(3)
normalizing flow
(2)
attention mechanism
(1)
visual grounding
(1)
visual dialog
(1)
deep learning
(1)
time series modeling
(1)
variational autoencoder
(1)
stochastic process
(1)
structured output
(1)
associative memory
(1)
bayesian network
(1)
probabilistic graphical model
(1)
latent variable
(1)
time series
(1)
question answering
(1)
stochastic differential equation
(1)
physics-based model
(1)
end-to-end training
(1)
density estimation
(1)
Papers
Continuous Latent Process Flows
NeurIPS 2021
Generating Videos of Zero-Shot Compositions of Actions and Objects
ECCV 2020
Learning Physics-Guided Face Relighting Under Directional Light
CVPR 2020
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows
NeurIPS 2020
Variational Autoencoders with Jointly Optimized Latent Dependency Structure
ICLR 2019
Probabilistic Video Generation using Holistic Attribute Control
ECCV 2018
Non-parametric Structured Output Networks
NeurIPS 2017
Visual Reference Resolution using Attention Memory for Visual Dialog
NeurIPS 2017