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.
Vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) communi- cation in a heterogeneous wireless network—Performance evaluation
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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.