BurakGurbuz97 / NISPA
Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning
☆19Updated last year
Related projects ⓘ
Alternatives and complementary repositories for NISPA
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆44Updated last year
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 3 years ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆17Updated last year
- ☆28Updated 3 years ago
- Model Zoos for Continual Learning (ICLR 22)☆41Updated last year
- ☆63Updated 2 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆41Updated 2 years ago
- ☆38Updated 3 weeks ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Updated last year
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆43Updated 2 years ago
- AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)☆23Updated last year
- ☆19Updated 2 years ago
- ☆14Updated 4 years ago
- Official Implementation of CVPR2021 paper: Continual Learning via Bit-Level Information Preserving☆38Updated last year
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆35Updated 4 years ago
- Development kit for the CLVISION @ CVPR 2023 Challenge☆18Updated last year
- Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"☆17Updated 2 years ago
- Generative Feature Replay For Class-Incremental Learning☆36Updated 4 years ago
- SparCL: Sparse Continual Learning on the Edge @ NeurIPS 22☆28Updated last year
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆25Updated last year
- The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)☆35Updated 3 years ago
- PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (…☆73Updated last year
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆71Updated 3 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆99Updated last year
- Energy-Based Models for Continual Learning Official Repository (PyTorch)☆40Updated 2 years ago
- ☆23Updated 3 years ago
- [CVPR 2023] Regularizing Second-Order Influences for Continual Learning☆33Updated last year
- Code for CVPR2021 paper: MOOD: Multi-level Out-of-distribution Detection☆38Updated last year
- Co^2L: Contrastive Continual Learning (ICCV2021)☆90Updated 2 years ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆94Updated last year