2026
EventFlash: Towards Efficient MLLMs for Event-Based Vision
ICLR 2026poster
Event-based multimodal large language models (MLLMs) enable robust perception in high-speed and low-light scenarios, addressing key limitations of frame-based MLLMs. However, current event-based MLLMs often rely on dense image-like processing paradigms, overlooking the spatiotemporal sparsity of eve…