Kwanyoung Kim
7 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
CVPR (2)
AAAI (1)
ECCV (1)
ICCV (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
diffusion model
(2)
adversarial learning
(2)
self-supervised learning
(2)
image denoising
(2)
attention mechanism
(1)
text-to-image generation
(1)
noise modeling
(1)
score matching
(1)
score function
(1)
variational autoencoder
(1)
classifier-free guidance
(1)
ranking loss
(1)
inference optimization
(1)
sparse attention
(1)
query strategy
(1)
tweedie distribution
(1)
tweedie formula
(1)
self-supervised denoising
(1)
amortized estimation
(1)
active learning
(1)
Papers
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
Task-Aware Variational Adversarial Active Learning
CVPR 2021
Noise2Score: Tweedie’s Approach to Self-Supervised Image Denoising without Clean Images
NIPS 2021