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Disentangling overlapping, semi-transparent objects no longer requires rigid shape priors: recombining latent instance queries directly resolves ambiguous visual evidence, yielding a +2.7 AJI jump on ISBI2014.
Kimera-VIO emerges as the only SLAM system capable of robustly tracking in low-light conditions, outperforming its peers despite the challenges posed by reduced visibility.
