ZERO-EXEMPLAR DEEP CONTINUAL LEARNING FOR CROP DISEASE RECOGNITION: A STUDY OF TOTAL VARIATION ATTENTION REGULARIZATION IN VISION TRANSFORMERS

Zero-exemplar deep continual learning for crop disease recognition: a study of total variation attention regularization in vision transformers

With the increasing integration of AI technology in the food industry, deep learning has demonstrated its immense potential in the domain of plant disease image recognition.However, there remains a gap in research between models capable of continual learning of new diseases and addressing the inherent catastrophic forgetting issue in neural network

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Nrf2-SHP Cascade-Mediated STAT3 Inactivation Contributes to AMPK-Driven Protection Against Endotoxic Inflammation

Signal transducer and activator of transcription 3 (STAT3) is implicated in inflammation processing, but the mechanism of its regulation mostly remains limited to Janus kinase (JAK)-mediated phosphorylation.Although AMP-activated protein kinase (AMPK)-mediated STAT3 inactivation has got documented, the molecular signaling cascade connecting STAT3 i

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