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2025 1

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representative citing papers

Partial Channel Network: Compute Fewer, Perform Better

cs.CV · 2025-02-03 · conditional · novelty 5.0

A conv-attention hybrid block (PATConv) plus an adaptive channel-split scheme (DPConv) yields the PartialNet models, which report accuracy and throughput gains over FasterNet on ImageNet-1K and COCO.

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  • Partial Channel Network: Compute Fewer, Perform Better cs.CV · 2025-02-03 · conditional · none · ref 1

    A conv-attention hybrid block (PATConv) plus an adaptive channel-split scheme (DPConv) yields the PartialNet models, which report accuracy and throughput gains over FasterNet on ImageNet-1K and COCO.