Unsupervised object segmentation with slot attention: validation and challenges on real-world data

Traditional deep learning methods often have difficulty preserving object-level semantics because they usually encode the entire scene into a single holistic representation. Object-centric learning (OCL) addresses this limitation by decomposing the scene into individual object representations, makin...

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書目詳細資料
主要作者: Wang, Xuan
其他作者: Alex Chichung Kot
格式: Thesis-Master by Coursework
語言:English
出版: Nanyang Technological University 2025
主題:
AI
在線閱讀:https://hdl.handle.net/10356/184371
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機構: Nanyang Technological University
語言: English