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BI AVAN: Brain inspired Adversarial Visual Attention Network. (arXiv:2210.15790v1 [cs.CV])
Oct. 31, 2022, 1:14 a.m. | Heng Huang, Lin Zhao, Xintao Hu, Haixing Dai, Lu Zhang, Dajiang Zhu, Tianming Liu
cs.CV updates on arXiv.org arxiv.org
Visual attention is a fundamental mechanism in the human brain, and it
inspires the design of attention mechanisms in deep neural networks. However,
most of the visual attention studies adopted eye-tracking data rather than the
direct measurement of brain activity to characterize human visual attention. In
addition, the adversarial relationship between the attention-related objects
and attention-neglected background in the human visual system was not fully
exploited. To bridge these gaps, we propose a novel brain-inspired adversarial
visual attention network (BI-AVAN) …
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