Jeongsol Kim
11 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π§ Keyword Pioneer
π€
Dynamic Duo
(10)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Keywords
diffusion model
(7)
inverse problem
(5)
image restoration
(3)
image editing
(2)
posterior sampling
(2)
generative model
(2)
text-to-image generation
(2)
collaborative learning
(1)
energy-based model
(1)
neural radiance field
(1)
diffusion bridge
(1)
diffusion prior
(1)
classifier-free guidance
(1)
latent diffusion
(1)
ddim inversion
(1)
ordinary differential equation
(1)
latent diffusion model
(1)
cross-attention mechanism
(1)
manifold constraint
(1)
reverse sampling
(1)
Papers
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models
ICLR 2025
FlowDPS : Flow-Driven Posterior Sampling for Inverse Problems
ICCV 2025
Generalized Consistency Trajectory Models for Image Manipulation
ICLR 2025
Regularization by Texts for Latent Diffusion Inverse Solvers
ICLR 2025
Blind image deblurring with noise-robust kernel estimation
ECCV 2024
DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation
ECCV 2024
Diffusion Posterior Sampling for General Noisy Inverse Problems
ICLR 2023
Direct Diffusion Bridge using Data Consistency for Inverse Problems
NeurIPS 2023
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models
NeurIPS 2023
Parallel Diffusion Models of Operator and Image for Blind Inverse Problems
CVPR 2023
Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis
NeurIPS 2021