✨Reconstruction-Guided Slot Curriculum: Addressing Object Over-Fragmentation in Video Object-Centric Learning

📝 Summary:
SlotCurri addresses video object over-fragmentation using a reconstruction-guided slot curriculum. It progressively allocates slots, employs a structure-aware loss for sharp boundaries, and uses cyclic inference for temporal consistency. This method significantly improves object decomposition.

🔹 Publication Date: Published on Mar 24

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2603.22758
• PDF: https://arxiv.org/pdf/2603.22758
• Github: https://github.com/wjun0830/SlotCurri

🔹 Models citing this paper:
• https://huggingface.co/WJ0830/SlotCurri

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#VideoAI #ObjectCentricLearning #ComputerVision #DeepLearning #ObjectSegmentation