Turnitin
降AI改写
早检测系统
早降重系统
Turnitin-UK版
万方检测-期刊版
维普编辑部版
Grammarly检测
Paperpass检测
checkpass检测
PaperYY检测
A comprehensive survey of continual learning: Theory, method and application
To cope with real-world dynamics, an intelligent system needs to incrementally acquire,
update, accumulate, and exploit knowledge throughout its lifetime. This ability, known as …
update, accumulate, and exploit knowledge throughout its lifetime. This ability, known as …
Biological underpinnings for lifelong learning machines
Biological organisms learn from interactions with their environment throughout their lifetime.
For artificial systems to successfully act and adapt in the real world, it is desirable to similarly …
For artificial systems to successfully act and adapt in the real world, it is desirable to similarly …
Three types of incremental learning
Incrementally learning new information from a non-stationary stream of data, referred to as
'continual learning', is a key feature of natural intelligence, but a challenging problem for …
'continual learning', is a key feature of natural intelligence, but a challenging problem for …
[PDF][PDF] Deep class-incremental learning: A survey
imap: Implicit map** and positioning in real-time
We show for the first time that a multilayer perceptron (MLP) can serve as the only scene
representation in a real-time SLAM system for a handheld RGB-D camera. Our network is …
representation in a real-time SLAM system for a handheld RGB-D camera. Our network is …
Ditto: Fair and robust federated learning through personalization
Fairness and robustness are two important concerns for federated learning systems. In this
work, we identify that robustness to data and model poisoning attacks and fairness …
work, we identify that robustness to data and model poisoning attacks and fairness …
Incorporating neuro-inspired adaptability for continual learning in artificial intelligence
Continual learning aims to empower artificial intelligence with strong adaptability to the real
world. For this purpose, a desirable solution should properly balance memory stability with …
world. For this purpose, a desirable solution should properly balance memory stability with …