Seongmin Hong
6 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Models
(4)
Computer Vision
(3)
Machine Learning
(2)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Processing
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Applications
(1)
Generation
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
image restoration
(2)
image editing
(2)
normalizing flow
(2)
generative model
(2)
gradient computation
(1)
diffusion model
(1)
inverse problem
(1)
out-of-distribution detection
(1)
differentiable rendering
(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)
Papers
DiffBMP: Differentiable Rendering with Bitmap Primitives
CVPR 2026
Adaptive Selection of Sampling-Reconstruction in Fourier Compressed Sensing
ECCV 2024
Gradient-free Decoder Inversion in Latent Diffusion Models
NeurIPS 2024
On Exact Inversion of DPM-Solvers
CVPR 2024
Neural Diffeomorphic Non-uniform B-spline Flows
AAAI 2023
On the Robustness of Normalizing Flows for Inverse Problems in Imaging
ICCV 2023