
SciFlow, a novel approach that combines Self-Cleaning Iterations (SCI) and Regression Focal Loss (RFL), effectively improves the accuracy of lightweight optical flow models while preserving real-time on-device efficiency.


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sciflow-enhancing-lightweight-optical-flow-models-with-self-cleaning-iterations-and-regression-focal-loss


SciFlow: Enhancing Lightweight Optical Flow Models with Self-Cleaning Iterations and Regression Focal Loss


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MemFlow is a real-time method for optical flow estimation and prediction that effectively employs a memory module to aggregate historical motion information, enabling strong cross-dataset generalization performance with minimal computational overhead.


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MemFlow: Real-Time Optical Flow Estimation and Prediction with Memory
