Alibaba Cloud Big Data AI Platform
Oct 8, 2023 · Artificial Intelligence
Why the Scale‑Aware Modulation Transformer Outperforms CNNs and Vision Transformers with Fewer Parameters
The Scale‑Aware Modulation Transformer (SMT) introduces a lightweight SAM module and an Evolutionary Hybrid Network that together achieve higher accuracy on ImageNet, COCO, and ADE20K while using significantly fewer parameters and FLOPs than existing CNN and Transformer baselines.
Image ClassificationSMTScale‑Aware Modulation
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