Author

Shoaib Ahmed Dipu

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Preprint Sep 2026

RIPE-MambaSpike: Resolution-Independent Spiking-State-Space Interfaces for Parameter-Efficient Event-Based Vision

Spiking-Mamba hybrids reach strong accuracy on event-based vision, but existing designs often require tens of millions of parameters. Much of that cost comes from how the spiking front-end is connected to the state-space backbone rather than from the hybrid architecture itself. In a representative model, a single resol...

Md Muhiminul Islam, Shoaib Ahmed Dipu, Sayeed Shafayet Chowdhury · 0 citations

Preprint Sep 2026

Stealth Is a Relation, Not a Property: How Event Representations Create Blind Spots for Timing Attacks in Event-Based Perception

An event camera produces an asynchronous stream, but what is visible in that stream depends on how a downstream consumer, such as a model or detector, processes time. The same timestamp change may leave a coarse temporal representation unchanged while changing the response of a model that preserves finer timing. We cha...

Shoaib Ahmed Dipu, M. Miah, Kamrul Hasan et al. · 0 citations