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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…