Preprint
Oct 2026
ReVision: Reprogramming Image Generators for Dense Visual Perception
Recent image generators exhibit rich visual priors that can support dense visual perception. However, existing approaches typically encode multiple perception tasks into a shared parameterization, making joint training sensitive to the mixture and weighting of heterogeneous data and prone to cross-task interference. To...
Yi-Tong Yang, Ying-Lin Wang, Xue-Xin Liu et al.
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