Katherine L. Bouman
14 papers · 2013–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§¬
Topic Evolution
ποΈ
Keyword Collector
(69)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(10)
Machine Learning
(9)
Deep Learning
(6)
Optimization & Theory
(6)
Processing
(6)
Analysis
(5)
Models
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Mathematics
(2)
Computer Science
(1)
Keywords
image reconstruction
(4)
inverse problem
(4)
diffusion model
(3)
posterior sampling
(3)
variational inference
(2)
black hole imaging
(2)
neural radiance field
(2)
3d reconstruction
(2)
material property estimation
(2)
bayesian inference
(2)
uncertainty quantification
(1)
posterior distribution
(1)
video analysis
(1)
parameter estimation
(1)
fluid dynamics
(1)
markov chain monte carlo
(1)
differentiable rendering
(1)
3d object
(1)
physics-informed learning
(1)
motion estimation
(1)
Papers
Dynamic Black-hole Emission Tomography with Physics-informed Neural Fields
CVPR 2026
Generative Diffusion Priors for 3D Mapping of the Dark Universe
CVPR 2026
Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface Waves
ICCV 2025
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
NeurIPS 2024
Single View Refractive Index Tomography with Neural Fields
CVPR 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