Heesu Kim
3 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
continual learning
(1)
zero-shot learning
(1)
feature learning
(1)
image generation
(1)
data augmentation
(1)
semantic matching
(1)
class imbalance
(1)
episodic memory
(1)
diffusion model
(1)
novel class
(1)
sample diversity
(1)
open-vocabulary object detection
(1)
class embedding
(1)
classification uncertainty
(1)
text-to-image personalization
(1)
appearance matching
(1)
Papers
DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization
CVPR 2024
ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object Detection
AAAI 2024
Rainbow Memory: Continual Learning With a Memory of Diverse Samples
CVPR 2021