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cs.CV2026
Cross-Camera Cow Identification via Disentangled Representation Learning
Runcheng Wang, Yaru Chen, Guiguo Zhang +2
Precise identification of individual cows is a fundamental prerequisite for comprehensive digital management in smart livestock farming. While existing animal identification method…
cs.CV2025
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment
Yang Hu, Runchen Wang, Stephen Chong Zhao +4
We introduce Perceptual-Initialization (PI), a paradigm shift in visual representation learning that incorporates human perceptual structure during the initialization phase rather…