Kwanyoung Kim
8 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Keywords
diffusion model
(3)
adversarial learning
(2)
image denoising
(2)
self-supervised learning
(2)
attention mechanism
(1)
text-to-image generation
(1)
image-to-image translation
(1)
reinforcement learning from human feedback
(1)
noise modeling
(1)
score matching
(1)
generative model
(1)
score function
(1)
variational autoencoder
(1)
reward hacking
(1)
stochastic differential equation
(1)
perceptual quality
(1)
schrödinger bridge
(1)
classifier-free guidance
(1)
ranking loss
(1)
inference optimization
(1)
Papers
Reward Sharpness-Aware Fine-Tuning for Diffusion Models
CVPR 2026
Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance
AAAI 2026
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity
ICCV 2025
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation
ECCV 2024
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
ICLR 2024
Noise Distribution Adaptive Self-Supervised Image Denoising Using Tweedie Distribution and Score Matching
CVPR 2022
Noise2Score: Tweedie’s Approach to Self-Supervised Image Denoising without Clean Images
NeurIPS 2021
Task-Aware Variational Adversarial Active Learning
CVPR 2021