Learning to Detect Novel Species with SAM in the Wild

Engineering, Environmental Engineering, Ocean Engineering, Information Science, Computer Science, Artificial Intelligence, Life Sciences, Botany,
object detection in the wild   semi-supervised learning   incremental learning   novelty detection   biodiversity   wildlife monitoring   plant monitoring  

Academic Paper Report: Open World Object Detection Framework Using SAM Background As the importance of ecosystem monitoring grows, the observation of wildlife and plant populations has become a crucial aspect of ecological conservation and agricultural development. These monitoring tasks include estimating population sizes, identifying species, stu...

Population-wide DNA Methylation Polymorphisms at Single-Nucleotide Resolution in 207 Cotton Accessions Reveal Epigenomic Contributions to Complex Traits

Life Sciences, Cell Biology, Biochemistry, Bioengineering, Genetics, Botany,
cotton   DNA methylation   gene expression   epigenetics   fiber quality  

Cotton Population-Level DNA Methylation Polymorphism Study Reveals Epigenomic Contributions to Complex Traits Background and Research Motivation In recent decades, genome and genetic diversity have been extensively studied through genome-wide association studies (GWAS), providing a theoretical foundation for understanding crop trait variations. How...

CRISPRi-based Circuits to Control Gene Expression in Plants

CRISPRi-based Circuits to Control Gene Expression in Plants

Life Sciences, Cell Biology, Biochemistry, Bioengineering, Botany,
Gene Editing   CRISPRi   Synthetic Biology   Logic Gates   Plant Biotechnology   Gene Expression  

Academic Background In the field of plant biotechnology, traditional gene manipulation methods focus on producing the desired phenotypes and cellular activities through continuous transgene expression. However, strong continuous promoters may lead to gene silencing, metabolic burdens, or other adverse effects on yield, preventing the full realizati...