Differentiable Dense SLAM System for Task-Aware Optimization Using Complex-Step Finite Difference

X-SLAM is a real-time, differentiable dense SLAM system that leverages the complex-step finite difference (CSFD) method to enable efficient calculation of numerical derivatives, facilitating task-aware optimization of SLAM parameters.