Matthias De Lange (@Mattdl)
github

Mattdl

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  • Stars
    star
    296
  • Global Rank 90,006 (Top 4 %)
  • Followers 57
  • Following 9
  • Registered over 9 years ago
  • Most used languages
    Python
         83.3 %
    Kotlin
         16.7 %
  • Location 🇧🇪 Belgium
  • Country Total Rank 504
  • Country Ranking
    Python
         71
    Kotlin
         108

Top repositories

1

CLsurvey

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.
Python
192
star
2

ContinualPrototypeEvolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.
Python
42
star
3

RehearsalRevealed

Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.
Python
27
star
4

ContinualEvaluation

[Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.
Python
22
star
5

DUA

Source code "Unsupervised Model Personalization while Preserving Privacy and Scalability: An Open Problem." @ CVPR2020
Python
12
star
6

hackjunction_chatbot

Kotlin
1
star