The Extreme Value Machine
IEEE Transactions on Pattern Analysis and Machine Intelligence(2018)
摘要
It is often desirable to be able to recognize when inputs to a recognition function learned in a supervised manner correspond to classes unseen at training time. With this ability, new class labels could be assigned to these inputs by a human operator, allowing them to be incorporated into the recognition function-ideally under an efficient incremental update mechanism. While good algorithms that ...
更多查看译文
关键词
Training,Kernel,Bandwidth,Visualization,Pattern recognition,Calibration,Extraterrestrial measurements
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络