Concepedia

Matthias De Lange

MD

4

Publications

475

Citations

4

H-Index

2019

Active since

Affiliations

KU Leuven(Current)

Matthias De Lange is an author at KU Leuven specializing in data science, computer science, and artificial intelligence.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningArtificial IntelligenceDeep LearningKnowledge DiscoveryEducationData MiningLearning Analytics

Publications per year

2019–2021

4

Publications

4

Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams

Matthias De Lange, Tinne Tuytelaars · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 178 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +22

Continual learning: A comparative study on how to defy forgetting in classification tasks.

Matthias De Lange, Rahaf Aljundi, Marc Masana et al. · arXiv (Cornell University) · 2019 · 162 citations · Full text

Artificial Intelligence, Few-shot Learning, Incremental Learning +21

Avalanche: An end-to-end library for continual learning

Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2021 · 120 citations · Full text

Artificial Intelligence, Continual Learning, Incremental Learning +14

Unsupervised Model Personalization While Preserving Privacy and Scalability: An Open Problem

Matthias De Lange, Xu Jia, Sarah Parisot et al. · 2020 · 15 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +25

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