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Deep Gaussian Processes on Directed Acyclic Graphs

research note

Deep Gaussian Processes on Directed Acyclic Graphs

·7 min read·Federico L. Perlino, Oliver Hamelijnck, Adam M. Johansen et al.

This paper addresses the problem of modelling compositional latent functions arranged along general Directed Acyclic Graphs (DAGs) with noisy.

researchdeep-gaussian-processdag-modelstructured-variational-inferenceprior-collapse

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PanoWorld: Real-World Panoramic Generation

research note

PanoWorld: Real-World Panoramic Generation

·8 min read·Haoyuan Li, Dizhe Zhang, Yuemei Zhou et al.

PanoWorld addresses the challenge of modeling panoramic world representations with long-range memory and physical consistency across complex camera.

researchpanoramic-video-generationworld-modelingrotation-equivariancememory-augmentation

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