AFFormer uses adaptive feature fusion via temporal-inter-agent-spatial attention modules and knowledge distillation to boost V2X cooperative 3D detection robustness under channel impairments on V2XSet and DAIR-V2X datasets.
(2019, May) Intelligent transport systems (ITS); Access Layer; Part 1: Channel Models for the 5,9 GHz frequency band
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AFFormer: Adaptive Feature Fusion Transformer for V2X Cooperative Perception under Channel Impairments
AFFormer uses adaptive feature fusion via temporal-inter-agent-spatial attention modules and knowledge distillation to boost V2X cooperative 3D detection robustness under channel impairments on V2XSet and DAIR-V2X datasets.