We present the first pure Mamba-based architecture for video action detection, achieving Transformer-level performance with significantly reduced computation, inference time and memory costs.

We introduce CALM-PDE, a model based on continuous convolution for discretization-agnostic solving of time-dependent partial differential equations, which achieves strong performance in fluid dynamics simulations.