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cs.CV2025
No Labels Needed: Zero-Shot Image Classification with Collaborative Self-Learning
Matheus Vinícius Todescato, Joel Luís Carbonera
While deep learning, including Convolutional Neural Networks (CNNs) and Vision Transformers (ViTs), has significantly advanced classification performance, its typical reliance on e…
cs.CV2023★ 8 cited
An evaluation of pre-trained models for feature extraction in image classification
Erick da Silva Puls, Matheus V. Todescato, Joel L. Carbonera
In recent years, we have witnessed a considerable increase in performance in image classification tasks. This performance improvement is mainly due to the adoption of deep learning…