WinARDet cuts repeated-box loops in dense vision-language grounding
On RSDense, authors report F1 rising from 32.16 to 39.36 and redundancy falling from 35.48% to 13.00%.
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Stories tagged #autoregression
The Lattice of Transition Laws
Researchers model diffusion and autoregressive decoding as lattice paths and predict schedule cost from data geometry.
NAMVIS: Next-Scale Autoregressive Multi-View Image Synthesis
NAMVIS generates consistent multi-view images with geometry-conditioned autoregression, beating diffusion baselines and running over 3x faster.