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Abstract: Electroencephalogram (EEG) signal processing has advanced in revealing the mechanisms of human visual perception, but existing methods often overlook two key EEG properties: (1) 3D geometric ...
Spatial generation allows users to automatically create physically coherent 3D scenes from text, image, or video prompts. On ...
Abstract: We present XCube (abbreviated as X 3), a novel generative model for high-resolution sparse 3D voxel grids with arbitrary attributes. Our model can generate millions of voxels with a finest ...
Abstract: Recently, masked image modeling (MIM) has gained considerable attention due to its ability to learn from vast amounts of unlabeled data and has been demonstrated to be effective on various ...