Continual Learning Should Move Beyond Incremental Classification

@article{pub16228,
    author = {

Mitchell, Rupert
 and 

Alliegro, Antonio
 and 

Camoriano, Raffaello
 and 

Carrión-Ojeda, Dustin
 and 

Carta, Antonio
 and 

Chalvatzaki, Georgia
 and 

Churamani, Nikhil
 and 

D'Eramo, Carlo
 and 

Hamidi, Samin
 and 

Hesse, Robin
 and 

Hinder, Fabian
 and 

Kamath, Roshni
 and 

Lomonaco, Vincenzo
 and 

Paul, Subarnaduti
 and 

Pistilli, Francesca
 and 

Tuytelaars, Tinne
 and 

Ven, Gido M. van de
 and 

Kersting, Kristian
 and 

Schaub-Meyer, Simone
 and 

Mundt, Martin
},
    title = {Continual Learning Should Move Beyond Incremental Classification},
    year = {2025},
    volume = {abs/2502.11927},
    pages = {1--11},
    journal = {Computing Research Repository eprint Journal (CoRR)},
    publisher = {Computing Research Repository}
}