Sanghwan Kim
7 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Computer Vision
(2)
Deep Learning
(2)
Application Areas
(2)
Learning Types
(2)
Models
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Keywords
vision-language model
(3)
knowledge distillation
(2)
continual learning
(1)
catastrophic forgetting
(1)
semantic segmentation
(1)
image generation
(1)
direct preference optimization
(1)
self-supervised learning
(1)
medical imaging
(1)
in-context learning
(1)
image captioning
(1)
cross-modal representation
(1)
multimodal retrieval
(1)
diffusion model
(1)
multimodal large language model
(1)
hallucination mitigation
(1)
multimodal representation
(1)
prompting strategy
(1)
image-text alignment
(1)
ode solver
(1)
Papers
FINER: MLLMs Hallucinate under Fine-grained Negative Queries
CVPR 2026
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training
CVPR 2025
FLAIR: VLM with Fine-grained Language-informed Image Representations
CVPR 2025
Distilling ODE Solvers of Diffusion Models into Smaller Steps
CVPR 2024
PALM: Predicting Actions through Language Models
ECCV 2024
Achieving a Better Stability-Plasticity Trade-Off via Auxiliary Networks in Continual Learning
CVPR 2023
Boosting Radiology Report Generation by Infusing Comparison Prior
ACL 2023