1 citations · 2 across the 13 of their papers we have counts for
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cs.CV2025
DSS-Prompt: Dynamic-Static Synergistic Prompting for Few-Shot Class-Incremental Learning
Linpu He, Yanan Li, Bingze Li +2
Learning from large-scale pre-trained models with strong generalization ability has shown remarkable success in a wide range of downstream tasks recently, but it is still underexpl…
cs.CV2023
Trajectory-aware Principal Manifold Framework for Data Augmentation and Image Generation
Elvis Han Cui, Bingbin Li, Yanan Li +2
Data augmentation for deep learning benefits model training, image transformation, medical imaging analysis and many other fields. Many existing methods generate new samples from a…
cs.CV2022★ 1 cited
Dual Path Structural Contrastive Embeddings for Learning Novel Objects
Bingbin Li, Elvis Han Cui, Yanan Li +2
Learning novel classes from a very few labeled samples has attracted increasing attention in machine learning areas. Recent research on either meta-learning based or transfer-learn…