Kai Gan
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
semi-supervised learning
(4)
adaptive margin
(1)
label smoothing
(1)
foundation model
(1)
consistency regularization
(1)
vision-language model
(1)
long-tailed distribution
(1)
image-text alignment
(1)
class distribution
(1)
contrastive clustering
(1)
fine tuning
(1)
novel class discovery
(1)
open-world learning
(1)
state of the art
(1)
semantic concept mining
(1)
trapezoidal consistency
(1)
balanced margin softmax
(1)
Papers
Semi-Supervised CLIP Adaptation by Enforcing Semantic and Trapezoidal Consistency
ICLR 2025
Bridging the Gap: Learning Pace Synchronization for Open-World Semi-Supervised Learning
IJCAI 2024
Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning
ICML 2024
Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need
CVPR 2023