Polyline Path Masked Attention for Vision Transformer

NeurIPSSpotlight2025

Authors: Zhongchen Zhao, Chaodong Xiao, Hui LIN, Qi Xie, Lei Zhang, Deyu Meng
Venue: NeurIPS 2025
Track: Spotlight

TL;DR

Global dependency modeling and spatial position modeling are two core issues of the foundational architecture design in current deep learning frameworks…

Opening excerpt from the authors’ abstract. source

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Topics

transformer attention

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