Dual-State Slot Attention: Decoupling Appearance and Identity for Video Object-Centric Learning

arXiv:2606.12601 · cs.CV · Submitted 2026-06-10 · Read on arXiv

cs.CV

Submitted: 2026-06-10

Updated: 2026-10-16

Comments: Accepted to ACM Multimedia 2026 (MM '26)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Consistency — 3× in this paper · explained in 3 episodes
• Temporal Consistency — 3× in this paper · explained in 3 episodes
• Dual-State Slot Attention — 2× in this paper
• Absorb — 1× in this paper · explained in 1 episode
• Decoupling — 1× in this paper · explained in 2 episodes

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