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M. Humais

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Open access Aug 2026

Efficient High-Frequency Event-Based Optical Flow with Temporal Iterative Refinement and Spiking Neural Networks.

A novel temporal iterative refinement (TIR) framework to obtain low-latency flow updates at high frequency with SNN-based feature encoders, and exhibits better cross-domain generalization, hinting toward the strong inductive biases of the network.

M. Humais, Hussain M. Sajwani, Sajid Javed et al. · 0 citations

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