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cs.CV2025
RecConv: Efficient Recursive Convolutions for Multi-Frequency Representations
Mingshu Zhao, Yi Luo, Yong Ouyang
Recent advances in vision transformers (ViTs) have demonstrated the advantage of global modeling capabilities, prompting widespread integration of large-kernel convolutions for enl…
cs.CV2024
RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization
Mingshu Zhao, Yi Luo, Yong Ouyang
In the realm of resource-constrained mobile vision tasks, the pursuit of efficiency and performance consistently drives innovation in lightweight Convolutional Neural Networks (CNN…