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cs.CV2025
KAC: Kolmogorov-Arnold Classifier for Continual Learning
Yusong Hu, Zichen Liang, Fei Yang +3
Continual learning requires models to train continuously across consecutive tasks without forgetting. Most existing methods utilize linear classifiers, which struggle to maintain a…
cs.CV2024
Multi-Token Enhancing for Vision Representation Learning
Zhong-Yu Li, Yu-Song Hu, Bo-Wen Yin +1
Vision representation learning, especially self-supervised learning, is pivotal for various vision applications. Ensemble learning has also succeeded in enhancing the performance a…