Author

Shuheng Zhou

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#artificial intelligence Preprint Oct 2026

Slow-Fast Multi-Teacher On-Policy Distillation for Capability Preservation

Foundation multimodal large language models are designed to support a broad spectrum of capabilities across diverse domains. Multi-teacher on-policy distillation (MOPD) provides an effective framework for consolidating domain-specific expertise into a single student model. However, MOPD training gradually drives the st...

Xiao-Fei Yin, Tong Chu, Ji-Yuan Fu et al. · 0 citations

Preprint Aug 2026

ArmorOCR: Grounded Adversarial Visual Perception via Observation-Transferred Self-Distillation

Experiments demonstrate that ArmorOCR consistently improves adversarial OCR perception while preserving competitive general OCR capability.

Lin-Han Cao, Si-Yuan Li, Jun Lan et al. · 0 citations