الباحثون

Xuanyu Zhu

المنشورات 2

نسخة أولية وصول مفتوح

Think Before You Score: Thinking Reward Model for Visual Generation

Xuehai Bai, Zhenchen Tang, Yang Shi وآخرون · 2026

Visual reward models are essential for evaluating and improving visual generation models, yet existing approaches typically map task conditions and candidate outputs directly to scalar rewards, leaving implicit what should be evaluated for each individual case. We introduce Think Before You Score, a paradigm that expli …

نسخة أولية وصول مفتوح

HiRAE: Hierarchical Representation Autoencoding with Residual Budgets

Xuanyu Zhu, Yan Bai, Yang Shi وآخرون · 2026

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 …

المؤلفون المشاركون