Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)
☆37Oct 23, 2020Updated 5 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
- ☆16Mar 14, 2020Updated 6 years ago
- Repository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".☆22Jun 12, 2023Updated 3 years ago
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Oct 18, 2021Updated 4 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆101Jun 25, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆210Oct 12, 2021Updated 4 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆16Jul 5, 2023Updated 3 years ago
- Benchmark for Lifelong learning research☆117Aug 16, 2021Updated 4 years ago
- Implementation of the variational continual learning method☆197May 7, 2019Updated 7 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆44Oct 10, 2022Updated 3 years ago
- Code for Continual Learning of Context-dependent Processing in Neural Networks☆183Aug 18, 2021Updated 4 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆223Jan 23, 2019Updated 7 years ago
- ☆18Oct 3, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020☆77Jun 15, 2021Updated 5 years ago
- Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification☆29May 27, 2023Updated 3 years ago
- A Generic Multi-classifier Paradigm forIncremental Learning☆11Aug 22, 2020Updated 5 years ago
- A Unified and General Framework for Continual Learning, ICLR 2024☆15Mar 22, 2024Updated 2 years ago
- ICLR 2021 (spotlight): Graph Convolution with Low-rank Learnable Local Filters☆16Jan 14, 2021Updated 5 years ago
- Official [AAAI] Code Repository for "Continual Learning with Scaled Gradient Projection".☆16Jun 28, 2023Updated 3 years ago
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆83Sep 20, 2023Updated 2 years ago
- PyTorch implementation of the SIESTA algorithm from our TMLR-2023 paper "SIESTA: Efficient Online Continual Learning with Sleep"☆13Oct 25, 2024Updated last year
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆78Mar 25, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆54Nov 22, 2019Updated 6 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆206Jul 25, 2024Updated last year
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆255May 25, 2023Updated 3 years ago
- This is the official repository for Batch Level Distillation (BLD)☆15Jan 25, 2021Updated 5 years ago
- ☆15Aug 8, 2018Updated 7 years ago
- Lifelong Learning via Progressive Distillation and Retrospection☆14Apr 2, 2019Updated 7 years ago
- [CogSci'21] Study of human inductive biases in CNNs and Transformers.☆43May 18, 2021Updated 5 years ago
- This is a public repository for:☆38Aug 11, 2021Updated 4 years ago
- ☆11Jun 2, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆423May 30, 2023Updated 3 years ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆84Apr 1, 2025Updated last year
- Linear image-to-image translation☆41Jul 31, 2020Updated 5 years ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Dec 8, 2022Updated 3 years ago
- Complementary Relation Contrastive Distillation☆17Jun 29, 2021Updated 5 years ago
- Code for Continual Learning of Control Primitives☆18Nov 11, 2020Updated 5 years ago
- "Scalable and Order-robust Continual Learning with Additive Parameter Decomposition", ICLR 2020☆23May 25, 2022Updated 4 years ago