Mattdl / 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.

Date Created 2020-04-06 (4 years ago)

Commits 6 (last one 3 years ago)

Stargazers 197 (0 this week)

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RepositoryStats indexes 584,777 repositories, of these Mattdl/CLsurvey is ranked #180,873 (69th percentile) for total stargazers, and #224,086 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #32,068/116,437.

Mattdl/CLsurvey is also tagged with popular topics, for these it's ranked: deep-learning (#3,534/8398), framework (#917/1799), neural-networks (#328/718)

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Homepage URL: https://ieeexplore.ieee.org/abstract/document/9349197

All Topics

hat icarl tpami packnet framework inaturalist tinyimagenet deep-learning defy-forgetting neural-networks continual-learning classification-tasks incremental-learning hyperparameter-tuning memory-aware-synapses synaptic-intelligence gradient-episodic-memory incremental-moment-matching elastic-weight-consolidation

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updated: 2024-10-13 @ 03:01pm, id: 253443185 / R_kgDODxs8cQ