Abstract: Two-dimensional direction-of-arrival (2D-DOA) estimation plays a key role in array signal processing by providing accurate azimuth and elevation information. This full spatial awareness is ...

Autoregressive transformers serialize two-dimensional grids into one-dimensional token sequences, destroying spatial locality and committing to each cell irrevocably. We present the Grid Diffusion ...

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