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cs.RO2026
Efficient Feature-Free Initialization for Monocular Visual-Inertial Systems Using a Feed-Forward 3D Model
Yuantai Zhang, Jiaqi Yang, Huajian Zeng +5
Fast and reliable initialization is critical for monocular visual-inertial navigation systems (VINS), as it establishes the starting conditions for subsequent state estimation. Des…
cs.RO2026
FreeOcc: Training-Free Embodied Open-Vocabulary Occupancy Prediction
Zeyu Jiang, Changqing Zhou, Xingxing Zuo +1
Existing learning-based occupancy prediction methods rely on large-scale 3D annotations and generalize poorly across environments. We present FreeOcc, a training-free framework for…