Novelty Detection

kaggle2020-08-30 更新2024-03-08 收录

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2020-07-29

Novelty Detection Datasets

该数据集是为科学创新性检测（ND）任务量身定制的基准数据集，具有拓扑闭包性和紧凑性。数据集包括营销和自然语言处理（NLP）两个领域的子集，其中营销领域数据集包含470篇研究文章，NLP领域数据集包含3,533篇论文。数据集构建过程利用大型语言模型（LLM）提取和总结每篇论文的核心贡献、假设和方法论，以提高数据集的紧凑性。数据集旨在解决现有ND方法在资源密集和主观性方面的限制，通过LLM的知识蒸馏框

arXiv2025-05-30 更新310

Mars novelty detection Mastcam labeled dataset

These datasets were used for experiments in the paper: Kerner, H. R., Wellington, D. F., Wagstaff, K. L., Bell III, J. F., Ben Amor, H. Novelty Detection for Multispectral Images with Application

Zenodo2020-07-17 更新00

Mars novelty detection Mastcam labeled dataset

These datasets were used for experiments in the paper: Kerner, H. R., Wagstaff, K. L., Bue, B. D., Wellington, Jacob, S., D. F., Bell III, J. F., Kwan, C., Ben Amor, H. Comparison of novelty detec

Zenodo2020-07-17 更新00

ansible-novelty-detection

kaggle2020-12-09 更新00

Mars novelty detection Mastcam labeled dataset

These datasets were used for experiments in the paper: Kerner, H. R., Wagstaff, K. L., Bue, B. D., Wellington, Jacob, S., D. F., Bell III, J. F., Kwan, C., Ben Amor, H. Comparison of novelty detec

Zenodo2020-08-01 更新00