Katherine L. Bouman
12 papers · 2013–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (12) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (27)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Academic Marathon
(12)
π§¬
Topic Evolution
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Trend Setter
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Century Club
(12)
π₯
Unstoppable
(5)
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Conference Pioneer
ποΈ
Keyword Collector
(64)
Conferences
CVPR (5)
ICCV (5)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
image reconstruction
(4)
bayesian inference
(2)
3d reconstruction
(2)
black hole imaging
(2)
diffusion model
(2)
variational inference
(2)
material property estimation
(2)
posterior sampling
(2)
inverse problem
(2)
uncertainty quantification
(1)
posterior distribution
(1)
video analysis
(1)
parameter estimation
(1)
deep generative model
(1)
markov chain monte carlo
(1)
monocular video
(1)
fluid dynamics
(1)
neural radiance field
(1)
3d object
(1)
motion estimation
(1)
Papers
Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface Waves
ICCV 2025
Single View Refractive Index Tomography with Neural Fields
CVPR 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
NIPS 2024
Score-Based Diffusion Models as Principled Priors for Inverse Imaging
ICCV 2023
Gravitationally Lensed Black Hole Emission Tomography
CVPR 2022
Visual Vibration Tomography: Estimating Interior Material Properties From Monocular Video
CVPR 2022
Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging
AAAI 2021
Inference of Black Hole Fluid-Dynamics From Sparse Interferometric Measurements
ICCV 2021
Turning Corners Into Cameras: Principles and Methods
ICCV 2017
Computational Imaging for VLBI Image Reconstruction
CVPR 2016
Visual Vibrometry: Estimating Material Properties From Small Motion in Video
CVPR 2015
Estimating the Material Properties of Fabric from Video
ICCV 2013