activity
20162026
most citedA continual learning survey: Defying forgetting in classification tasks

1.7k citations · 2.2k across the 42 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.CV2017

Memory Aware Synapses: Learning what (not) to forget

Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny +2

Humans can learn in a continuous manner. Old rarely utilized knowledge can be overwritten by new incoming information while important, frequently used knowledge is prevented from b…

cs.CV2017★ 215 cited

Encoder Based Lifelong Learning

Amal Rannen Triki, Rahaf Aljundi, Mathew B. Blaschko +1

This paper introduces a new lifelong learning solution where a single model is trained for a sequence of tasks. The main challenge that vision systems face in this context is catas…