Matthias De Lange
4 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Keywords
continual learning
(4)
catastrophic forgetting
(3)
representation learning
(1)
feature learning
(1)
online learning
(1)
domain adaptation
(1)
prototype learning
(1)
knowledge distillation
(1)
privacy preservation
(1)
gradient descent
(1)
data stream
(1)
edge computing
(1)
experience replay
(1)
unsupervised adaptation
(1)
model personalization
(1)
concept drift
(1)
neural network
(1)
unsupervised learning
(1)
Papers
Continual evaluation for lifelong learning: Identifying the stability gap
ICLR 2023
Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams
ICCV 2021
Rehearsal Revealed: The Limits and Merits of Revisiting Samples in Continual Learning
ICCV 2021
Unsupervised Model Personalization While Preserving Privacy and Scalability: An Open Problem
CVPR 2020