Author

Yihang Lou

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#artificial intelligence Preprint Sep 2026

HiRAE: Hierarchical Representation Autoencoding with Residual Budgets

Pretrained visual representations support image generation, but may not fully preserve the fine-grained details needed for faithful reconstruction. Meanwhile, intermediate encoder layers contain complementary visual details, but learning to fuse them for reconstruction can produce a latent distribution that is difficul...

Xuan-Yu Zhu, Yan Bai, Yang Shi et al. · 0 citations

Preprint Aug 2026

CANVAS: Consistency-Aware Navigation via Visual Adaptive Sampling for Long-Context Text-to-SVG Generation

CANVAS (Consistency-Aware Navigation via Visual Adaptive Sampling), a training-free, render-aware inference framework that combines power-sharpened trajectory likelihood with visual feedback from rendered futures and derives a stroke-wise navigation rule, is introduced.

Yi-Cheng Wu, Haoxuan Qu, Yihang Lou et al. · 0 citations