Sangheum Hwang
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
Conferences
CVPR (2)
ICCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
out-of-distribution detection
(2)
representation learning
(1)
image classification
(1)
image generation
(1)
knowledge distillation
(1)
confidence calibration
(1)
neural network optimization
(1)
diffusion model
(1)
deep neural network
(1)
loss function
(1)
modality gap
(1)
cross-modal alignment
(1)
energy-based model
(1)
overfitting mitigation
(1)
multimodal representation
(1)
adaptive training
(1)
confidence estimation
(1)
limited datum
(1)
model regularization
(1)
pretrained vision-language model
(1)
Papers
APT: Adaptive Personalized Training for Diffusion Models with Limited Data
CVPR 2025
Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations
CVPR 2025
Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation
ICLR 2025
Self-Knowledge Distillation With Progressive Refinement of Targets
ICCV 2021
Confidence-Aware Learning for Deep Neural Networks
ICML 2020