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cs.CV2026
Venus-DefakerOne2: A Vision-Forensics Foundation Model with Broader Coverage
Chenfan Qu, Yachao Liang, Mingqi Fang +28
Real-world forgery is inherently heterogeneous: it manifests not only as digital manipulation but also as physical spoofing, and is carried not only by images but also by videos. D…
cs.CV2026
PolyOCR-Venus: Unified OCR Foundation Models for Text-Centric Visual Intelligence
GuangJian Team, Kaili Huang, Yongshuo Zhang +22
Optical Character Recognition (OCR) is evolving from plain-text transcription toward general visual intelligence, requiring models to recognize, localize, and reason over textual i…