Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)
☆37Oct 23, 2020Updated 6 years ago
Alternatives and similar repositories for orthog_subspace
Users that are interested in orthog_subspace are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (NeurIPS 2020) Meta-Consolidation for Continual Learning☆37Mar 4, 2021Updated 5 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆44Oct 10, 2022Updated 4 years ago
- [ICLR 2022] Official Code Repository for "TRGP: TRUST REGION GRADIENT PROJECTION FOR CONTINUAL LEARNING"☆22Oct 5, 2022Updated 4 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆210Oct 12, 2021Updated 5 years ago
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Oct 18, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆103Jun 25, 2021Updated 5 years ago
- ☆16Mar 14, 2020Updated 6 years ago
- Implementation of the variational continual learning method☆197May 7, 2019Updated 7 years ago
- Unofficial PyTorch implementation of the paper "Conditional Channel Gated Networks for Task-Aware Continual Learning"☆20Jan 22, 2021Updated 5 years ago
- Repository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".☆22Jun 12, 2023Updated 3 years ago
- Official [AAAI] Code Repository for "Continual Learning with Scaled Gradient Projection".☆17Jun 28, 2023Updated 3 years ago
- Benchmark for Lifelong learning research☆117Aug 16, 2021Updated 5 years ago
- Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020☆77Jun 15, 2021Updated 5 years ago
- Code for Continual Learning of Context-dependent Processing in Neural Networks☆183Aug 18, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆75Dec 8, 2022Updated 3 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆16Jul 5, 2023Updated 3 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆107Dec 8, 2022Updated 3 years ago
- ☆18Oct 3, 2023Updated 3 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆195Apr 23, 2021Updated 5 years ago
- ☆17Jan 19, 2026Updated 9 months ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆172Apr 11, 2022Updated 4 years ago
- A Generic Multi-classifier Paradigm forIncremental Learning☆11Aug 22, 2020Updated 6 years ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆99Feb 26, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Overcoming catastrophic forgetting with hard attention to the task☆223Jan 23, 2019Updated 7 years ago
- Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification☆29May 27, 2023Updated 3 years ago
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆85Sep 20, 2023Updated 3 years ago
- This is the official repository for Batch Level Distillation (BLD)☆15Jan 25, 2021Updated 5 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆77Mar 25, 2023Updated 3 years ago
- ☆15Aug 8, 2018Updated 8 years ago
- Lifelong Learning via Progressive Distillation and Retrospection☆14Apr 2, 2019Updated 7 years ago
- ICLR 2021 (spotlight): Graph Convolution with Low-rank Learnable Local Filters☆16Jan 14, 2021Updated 5 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254May 25, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Development kit for the CLVISION @ CVPR 2023 Challenge☆17May 27, 2023Updated 3 years ago
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Aug 10, 2021Updated 5 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆209Jul 25, 2024Updated 2 years ago
- A Unified and General Framework for Continual Learning, ICLR 2024☆15Mar 22, 2024Updated 2 years ago
- Evolving Normalization-Activation Layers☆19Apr 10, 2020Updated 6 years ago
- [CogSci'21] Study of human inductive biases in CNNs and Transformers.☆43May 18, 2021Updated 5 years ago
- The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)☆37May 25, 2021Updated 5 years ago