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cs.CV2026
Cross-Architecture Knowledge Distillation from a Vision Foundation Model to a Lightweight Visual State Space Model for Tea Leaf Disease Classification
Zibo Zhou, Zongsen Qiu, Rui Chen +3
Automated tea leaf disease classification supports precision agriculture, yet deploying accurate models on edge devices remains challenging under tight compute budgets. Self-superv…
cs.CV2025
STA-Net: A Decoupled Shape and Texture Attention Network for Lightweight Plant Disease Classification
Zongsen Qiu, Jianjun Wang, Yue Zhou +2
Responding to rising global food security needs, precision agriculture and deep learning-based plant disease diagnosis have become crucial. Yet, deploying high-precision models on…