Sungik Choi
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (3)
CVPR (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
out-of-distribution detection
(2)
diffusion model
(2)
representation learning
(2)
online learning
(1)
transfer learning
(1)
knowledge distillation
(1)
multimodal learning
(1)
mutual information
(1)
novelty detection
(1)
unsupervised representation learning
(1)
neural collapse
(1)
vision language model
(1)
zero-shot transfer
(1)
multimodal representation
(1)
representation space
(1)
diffusion probabilistic model
(1)
ood detection
(1)
online continual learning
(1)
clustering-based learning
(1)
linear evaluation
(1)
Papers
Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
AAAI 2025
Learning Equi-angular Representations for Online Continual Learning
CVPR 2024
Observation-Guided Diffusion Probabilistic Models
CVPR 2024
Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models
NIPS 2023
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
NIPS 2022
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
NIPS 2022
Novelty Detection Via Blurring
ICLR 2020