Author

Qipeng Guo

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Jul 2026

Scalable Visual Pretraining for Language Intelligence

This paper conducts a systematic study of unsupervised visual pretraining paradigms that directly leverage visual documents without text extraction, showing that Visual Pretraining is a scalable learner for foundation model intelligence.

Yiming Zhang, Zhonghan Zhao, Wenwei Zhang et al. · arXiv.org · 2 citations

#machine learning Jul 2026

H2SD: Hybrid Hindsight Self-Distillation

Experiments on challenging reasoning benchmarks show that H$^2$SD achieves the strongest overall performance among representative RLVR and self-distillation baselines, with stable optimization and a favorable accuracy-efficiency trade-off.

Qi Cai, Yi-Chuan Ma, Linyang Li et al. · arXiv.org · 2 citations

SciPedia: Unlocking the Value of Scientiﬁc Data for Pre-training

Yiwei Qin, Zhen Huang, Tiantian Mi et al. · 0 citations