2026
Robust Monocular Visual Odometry Via Dual-Paradigm Curriculum Learning
ICRA 2026poster
Monocular visual odometry (VO) is accurate in controlled settings yet drifts sharply under aggressive motion and sensor noise. We offer a fundamental rethinking of VO robustness as a training-schedule problem rather than an architectural challenge, introducing a novel dual-paradigm curriculum learni…