Alsahfi Tariq on Muck Rack

Alsahfi Tariq

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Articles

Multilayer pyramid pooling self-attention for landslide detection using vision transformers

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By S. Sreelakshmi, S. Chandra, Daud Ali, Alsahfi Tariq
| Nature
Abstract Vision Transformers have demonstrated strong performance across diverse visual tasks; however, their high computational cost due to long token sequences remains a critical challenge. Sequence reduction via pooling is a common strategy, yet relying on a single pooling operation often limits contextual representation.
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