ml-research / CLEVA-Compass
Template & code for the Continual Learning EValuation Assessment (CLEVA) Compass
☆22Updated 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:
- Energy-Based Models for Continual Learning Official Repository (PyTorch)☆41Updated 2 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Updated 2 years ago
- ☆22Updated last year
- Model Zoos for Continual Learning (ICLR 22)☆45Updated last year
- Code for "SAM as an Optimal Relaxation of Bayes", ICLR 2023.☆25Updated last year
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆76Updated 4 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Updated 4 years ago
- ☆53Updated 5 years ago
- Deep Learning & Information Bottleneck☆60Updated last year
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Updated 3 years ago
- ☆37Updated 9 months ago
- Package for working with hypernetworks in PyTorch.☆123Updated last year
- ☆45Updated 2 years ago
- CL-Gym: Full-Featured PyTorch Library for Continual Learning☆40Updated last year
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆45Updated 2 years ago
- ☆36Updated 2 years ago
- Continual learning of task-specific approximations of the parameter posterior distribution via a shared hypernetwork.☆16Updated 6 months ago
- Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning☆21Updated 2 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- A Continual Learning Library in PyTorch and JAX☆14Updated 2 years ago
- Improving Transformation Invariance in Contrastive Representation Learning☆13Updated 4 years ago
- The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)☆35Updated 3 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆42Updated 2 years ago
- ☆16Updated 2 years ago
- ☆19Updated 3 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Updated 2 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 3 years ago
- Implementations of orthogonal and semi-orthogonal convolutions in the Fourier domain with applications to adversarial robustness☆44Updated 4 years ago
- The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We…☆46Updated last year
- Coresets via Bilevel Optimization☆65Updated 4 years ago