Katherine Bouman
6 papers · 2016–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π±
Topic Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
inverse problem
(3)
diffusion model
(2)
image restoration
(1)
video generation
(1)
motion estimation
(1)
medical imaging
(1)
image synthesis
(1)
remote sensing
(1)
constraint satisfaction
(1)
generative model
(1)
probabilistic model
(1)
normalizing flow
(1)
variational autoencoder
(1)
latent diffusion model
(1)
neural field
(1)
motion prediction
(1)
joint training
(1)
frame synthesis
(1)
motion understanding
(1)
fid score
(1)
Papers
SpeeDiff: Scalable Pixel-Anchored End-to-End Latent Diffusion Model
CVPR 2026
InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences
ICLR 2025
Neural Approximate Mirror Maps for Constrained Diffusion Models
ICLR 2025
Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields
ICLR 2025
DeepGEM: Generalized Expectation-Maximization for Blind Inversion
NeurIPS 2021
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks
NeurIPS 2016