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cs.CV2026
Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception
Aditya Mishra, Haroon Lone
Continuous AI inference on resource-constrained edge hardware introduces deployment effects that are largely invisible to conventional benchmark evaluation, including temporal inst…
cs.CV2024
Towards Infusing Auxiliary Knowledge for Distracted Driver Detection
Ishwar B Balappanawar, Ashmit Chamoli, Ruwan Wickramarachchi +3
Distracted driving is a leading cause of road accidents globally. Identification of distracted driving involves reliably detecting and classifying various forms of driver distracti…