Stephan R. Richter
5 papers · 2015–2022 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Research topics
Keywords
representation learning
(1)
image classification
(1)
feature learning
(1)
image retrieval
(1)
surface normal estimation
(1)
shape reconstruction
(1)
convolutional neural network
(1)
convolutional network
(1)
generative adversarial network
(1)
physics-based model
(1)
shape from shading
(1)
surface normal
(1)
3d shape reconstruction
(1)
3d geometry
(1)
encoder-decoder architecture
(1)
noise model
(1)
regression forest
(1)
von mises-fisher distribution
(1)
spatial feature
(1)
video denoising
(1)
Papers
Dancing Under the Stars: Video Denoising in Starlight
CVPR 2022
What Do Single-View 3D Reconstruction Networks Learn?
CVPR 2019
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers
CVPR 2018
Playing for Benchmarks
ICCV 2017
Discriminative Shape From Shading in Uncalibrated Illumination
CVPR 2015