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cs.CV2024
Efficient Visual Representation Learning with Heat Conduction Equation
Zhemin Zhang, Xun Gong
Foundation models, such as CNNs and ViTs, have powered the development of image representation learning. However, general guidance to model architecture design is still missing. In…
cs.CV2024
Generating Multi-Center Classifier via Conditional Gaussian Distribution
Zhemin Zhang, Xun Gong
The linear classifier is widely used in various image classification tasks. It works by optimizing the distance between a sample and its corresponding class center. However, in rea…