Alexander Krull
12 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(4)
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Keyword Pioneer
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Keyword Champion
(2)
π§¬
Topic Evolution
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Trend Setter
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(57)
Top co-authors
Research topics
Computer Vision
(9)
Deep Learning
(9)
Machine Learning
(7)
Learning Types Β· Deep Learning
(5)
Artificial Intelligence
(4)
Analysis
(4)
Core AI
(4)
Models
(4)
Processing
(4)
Architectures
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Reinforcement Learning
(2)
Domain-Specific
(2)
Methods
(2)
Keywords
image denoising
(4)
variational autoencoder
(3)
6d pose estimation
(3)
convolutional neural network
(2)
unsupervised learning
(2)
self-supervised learning
(2)
rgb-d image
(2)
camera localization
(2)
pose estimation
(2)
reinforcement learning
(2)
fluorescence microscopy
(2)
generative model
(1)
image decomposition
(1)
maximum likelihood
(1)
computer vision
(1)
sparse reconstruction
(1)
photon prediction
(1)
quanta image sensor
(1)
instance segmentation
(1)
3d object
(1)
Papers
Unsupervised Denoising for Signal-Dependent and Row-Correlated Imaging Noise
WACV 2025
bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
NeurIPS 2024
Image Denoising and the Generative Accumulation of Photons
WACV 2024
WiNet: Wavelet-based Incremental Learning for Efficient Medical Image Registration
MICCAI 2024
uSplit: Image Decomposition for Fluorescence Microscopy
ICCV 2023
Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders
ICLR 2021
Noise2Void - Learning Denoising From Single Noisy Images
CVPR 2019
DSAC - Differentiable RANSAC for Camera Localization
CVPR 2017
Global Hypothesis Generation for 6D Object Pose Estimation
CVPR 2017
PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning
CVPR 2017
Uncertainty-Driven 6D Pose Estimation of Objects and Scenes From a Single RGB Image
CVPR 2016
Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images
ICCV 2015