VISTA: Test-Time Compositional Alignment for Visual Autoregressive Generation
VISTA introduces Visual Autoregressive Semantic Test-time Alignment, a gradient-based framework that optimizes intermediate representations during image generation. It steers visual predictions toward compositional constraints by recomputing attention on the fly, using frozen transformer layers to satisfy prompt requirements without retraining the model.