Byung Hyun Lee
7 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
Top co-authors
Research topics
Computer Vision
(6)
Deep Learning
(6)
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Generation
(3)
Models
(3)
Healthcare & Medicine
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Optimization & Theory
(1)
Keywords
continual learning
(3)
text-to-image diffusion
(2)
concept erasure
(2)
image restoration
(1)
hierarchical classification
(1)
optimal transport
(1)
weakly supervised learning
(1)
class-incremental learning
(1)
adversarial training
(1)
machine unlearning
(1)
model editing
(1)
multiple instance learning
(1)
stochastic classifier
(1)
diffusion model
(1)
convolutional network
(1)
adversarial perturbation
(1)
low-rank adaptation
(1)
mixture of expert
(1)
histopathological image
(1)
catastrophic forgetting
(1)
Papers
Erasing Thousands of Concepts: Towards Scalable and Practical Concept Erasure for Text-to-Image Diffusion Models
CVPR 2026
Concept Pinpoint Eraser for Text-to-image Diffusion Models via Residual Attention Gate
ICLR 2025
Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis
ICCV 2025
Localized Concept Erasure for Text-to-Image Diffusion Models Using Training-Free Gated Low-Rank Adaptation
CVPR 2025
Doubly Perturbed Task Free Continual Learning
AAAI 2024
All-in-One Image Restoration for Unknown Degradations Using Adaptive Discriminative Filters for Specific Degradations
CVPR 2023
Online Continual Learning on Hierarchical Label Expansion
ICCV 2023