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Focal Modulation Networks Overview by alyahmed1744 is a document available to read on EtoBox.

The document introduces Focal Modulation Networks (FocalNets), which replace self-attention with a focal modulation module for modeling token interactions in vision tasks. FocalNets demonstrate superior interpretability and performance, achieving high accuracy in image classification, object detection, and segmentation while maintaining comparable computational costs to state-of-the-art models. Extensive experiments show that FocalNets outperform existing self-attention models, establishing new benchmarks i

Author

alyahmed1744

Language

EN