Siran Dai
4 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
self-supervised learning
(2)
representation learning
(2)
transfer learning
(1)
data augmentation
(1)
robust classification
(1)
fine-grained classification
(1)
semantic representation
(1)
auc optimization
(1)
surrogate loss
(1)
distributionally robust optimization
(1)
diffusion model
(1)
latent space
(1)
classifier-free guidance
(1)
long-tailed distribution
(1)
temporal consistency
(1)
temporal correspondence
(1)
video representation
(1)
video representation learning
(1)
image-to-video transfer
(1)
masked video modeling
(1)
Papers
From Static to Dynamic: Exploring Self-supervised Image-to-Video Representation Transfer Learning
CVPR 2026
HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models
AAAI 2026
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning
CVPR 2025
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework
NeurIPS 2023