Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."
☆101Aug 22, 2020Updated 5 years ago
Alternatives and similar repositories for CN-DPM
Users that are interested in CN-DPM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Repository for our ECCV2020 paper: Imbalanced Continual Learning with Partitioning Reservoir Sampling☆51Dec 8, 2022Updated 3 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago
- (NeurIPS 2020) Meta-Consolidation for Continual Learning☆37Mar 4, 2021Updated 5 years ago
- This repository demonstrates the application of our proposed task-free continual learning method on a synthetic experiment.☆13Jun 24, 2019Updated 7 years ago
- ☆75Dec 8, 2022Updated 3 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.
- Automatic Recall Machines: Internal Replay, Continual Learning and the Brain☆11Jul 14, 2020Updated 6 years ago
- ☆16May 15, 2021Updated 5 years ago
- This is the official repository for Batch Level Distillation (BLD)☆15Jan 25, 2021Updated 5 years ago
- ☆16Jan 4, 2022Updated 4 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Mar 29, 2021Updated 5 years ago
- Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …☆92Oct 4, 2023Updated 2 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆210Oct 12, 2021Updated 4 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆171Apr 11, 2022Updated 4 years ago
- Official Repository for our ICCV2021 paper: Continual Learning on Noisy Data Streams via Self-Purified Replay☆31Jan 5, 2022Updated 4 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.
- Tensorflow implementation of "Meta Dropout: Learning to Perturb Latent Features for Generalization" (ICLR 2020)☆27Apr 27, 2020Updated 6 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆106Jun 27, 2022Updated 4 years ago
- Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020☆77Jun 15, 2021Updated 5 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆78Mar 25, 2023Updated 3 years ago
- Code for CVPR2022 paper "Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency"☆26Jul 18, 2022Updated 4 years ago
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆202May 30, 2023Updated 3 years ago
- Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning☆27Feb 27, 2026Updated 5 months ago
- 🤖 Code for our EMNLP 2020 paper: "Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness"☆37Oct 12, 2020Updated 5 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆223Jan 23, 2019Updated 7 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.
- Relevant papers in Continual Learning☆742Jul 25, 2023Updated 3 years ago
- Variational Reinforcement Learning☆18Jul 25, 2024Updated 2 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆82Dec 16, 2020Updated 5 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆207Jul 25, 2024Updated 2 years ago
- Implementation of Bayesian Gradient Descent☆37Oct 3, 2023Updated 2 years ago
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆298Mar 6, 2021Updated 5 years ago
- ☆18Aug 11, 2020Updated 5 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Nov 10, 2020Updated 5 years ago
- This is a public repository for:☆38Aug 11, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of the variational continual learning method☆198May 7, 2019Updated 7 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆471Apr 10, 2025Updated last year
- Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019☆53Dec 15, 2022Updated 3 years ago
- [ICLR 2021] "Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, S…☆26Dec 30, 2021Updated 4 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
- Continuum Learning with GEM: Gradient Episodic Memory☆408Oct 22, 2018Updated 7 years ago
- Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7☆20Feb 14, 2019Updated 7 years ago