Grounded Correspondence maintains temporal consistency via deterministic bipartite matching on frozen backbone features instead of learned predictors, achieving competitive results on MOVi and YouTube-VIS with zero learnable temporal parameters.
SlotLifter: Slot-Guided Feature Lifting for Learning Object-Centric Radiance Fields
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Rethinking Temporal Consistency in Video Object-Centric Learning: From Prediction to Correspondence
Grounded Correspondence maintains temporal consistency via deterministic bipartite matching on frozen backbone features instead of learned predictors, achieving competitive results on MOVi and YouTube-VIS with zero learnable temporal parameters.