Author

Guan-Nan Li

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Preprint Sep 2026

MSR: Multiple Subject Reference for Video Generation

MSR (Multiple Subject Reference), a slot-aware conditioning scheme for LTX-based video generation, is presented and development observations suggest reduced reference confusion relative to an earlier continuous-reference baseline.

Guan-Nan Li, Jia-Ji Chen, Jing-Yuan Liao 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