Detecting Sequentially Novel Classes with Stable Generalization Ability

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How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Co-Transport for Class-Incremental Learning (2021, background): “CIL for multimedia: It is common to observe the emergence of new classes in real-world applications [26, 32, 44, 52, 53, 55, 58, 65– 67].”
Learning Placeholders for Open-Set Recognition (2021, background): “The problem of out-of-distribution detection [10, 17, 1], anomaly detection [4, 18, 25] and novelty detection [11, 32, 41, 21, 43]”
Learning to Classify With Incremental New Class (2021, unknown): “Several works are proposed to solve the former challenge, e.g., [12] developed isolation tree for nonparametrically separating novel instances apart from known instances.”