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Peisong Wen, Qianqian Xu, Minye Lei, Siran Dai, Yang Liu, Qingming Huang

Public reference bibliography and cataloged PDF materials authored or published by Peisong Wen, Qianqian Xu, Minye Lei, Siran Dai, Yang Liu, Qingming Huang.

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Slot-JEPA: Object-Structured Prediction Interfaces for Latent World Models

Year: 2026 • Source: arxiv.org • Listed PDF

As a prototypical latent world model, Joint-Embedding Predictive Architectures (JEPAs) provide strong semantic representations. However, dense patch representations expose a redundant interface to downstream predictors, ...