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cs.CV2025
Spatial-Temporal Perception with Causal Inference for Naturalistic Driving Action Recognition
Qing Chang, Wei Dai, Zhihao Shuai +2
Naturalistic driving action recognition is essential for vehicle cabin monitoring systems. However, the complexity of real-world backgrounds presents significant challenges for thi…
cs.CV2022
Beyond Fixation: Dynamic Window Visual Transformer
Pengzhen Ren, Changlin Li, Guangrun Wang +4
Recently, a surge of interest in visual transformers is to reduce the computational cost by limiting the calculation of self-attention to a local window. Most current work uses a f…