ml-research / CLEVA-CompassLinks
Template & code for the Continual Learning EValuation Assessment (CLEVA) Compass
☆24Updated last year
Alternatives and similar repositories for CLEVA-Compass
Users that are interested in CLEVA-Compass are comparing it to the libraries listed below
Sorting:
- Code for PCA-OGD (AISTATS 2021)☆11Updated 4 years ago
- CL-Gym: Full-Featured PyTorch Library for Continual Learning☆41Updated last year
- Code for "Supermasks in Superposition"☆124Updated last year
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆77Updated 4 years ago
- Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift☆35Updated 2 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 3 years ago
- Package for working with hypernetworks in PyTorch.☆129Updated 2 years ago
- The PackNet Continual Learning Method in Pytorch☆14Updated 4 years ago
- Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)☆123Updated 2 years ago
- Last-layer Laplace approximation code examples☆84Updated 3 years ago
- Model Zoos for Continual Learning (ICLR 22)☆45Updated 2 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆44Updated 2 years ago
- ☆34Updated 3 months ago
- ☆22Updated 2 years ago
- Official implementation for Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder at NeurIPS 2020☆50Updated 4 years ago
- PyTorch implementation of FIM and empirical FIM☆61Updated 7 years ago
- Energy-Based Models for Continual Learning Official Repository (PyTorch)☆44Updated 3 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆165Updated 3 years ago
- ☆19Updated 3 years ago
- Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning☆21Updated 2 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆88Updated 3 years ago
- Code accompanying paper: Meta-Learning to Improve Pre-Training☆37Updated 3 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆42Updated last year
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 3 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆122Updated 3 years ago
- ☆46Updated 2 years ago
- Deep Learning & Information Bottleneck☆61Updated 2 years ago
- ☆38Updated 10 months ago
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Updated 4 years ago
- ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning☆48Updated 3 years ago