multimodalcritiquebearishExisting Gaussian-splatting-based monocular SLAM systems are limited by being tailored to short sequences, not being real-time, or having prohibitive GPU memory requirements.Computer Vision29 Jul 2026http://arxiv.org/abs/2607.21416v1