Seongmin Hong
5 papers · 2023–2024 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
AAAI (1)
CVPR (1)
ECCV (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
image editing
(2)
image restoration
(2)
normalizing flow
(2)
generative model
(2)
diffusion model
(1)
inverse problem
(1)
out-of-distribution detection
(1)
classifier-free guidance
(1)
latent diffusion
(1)
latent diffusion model
(1)
diffusion probabilistic model
(1)
exact inversion
(1)
decoder inversion
(1)
gradient-free optimization
(1)
spline interpolation
(1)
affine coupling layer
(1)
image enhancement
(1)
diffeomorphic transformation
(1)
boltzmann generator
(1)
noise reconstruction
(1)
Papers
Gradient-free Decoder Inversion in Latent Diffusion Models
NIPS 2024
On Exact Inversion of DPM-Solvers
CVPR 2024
Adaptive Selection of Sampling-Reconstruction in Fourier Compressed Sensing
ECCV 2024
Neural Diffeomorphic Non-uniform B-spline Flows
AAAI 2023
On the Robustness of Normalizing Flows for Inverse Problems in Imaging
ICCV 2023