AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)
☆28Sep 26, 2023Updated 2 years ago
Alternatives and similar repositories for AFEC
Users that are interested in AFEC are comparing it to the libraries listed below
Sorting:
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆19Sep 26, 2023Updated 2 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Nov 15, 2021Updated 4 years ago
- The Official Code of CPR (ICLR 2021)☆15Oct 14, 2021Updated 4 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆16Jul 5, 2023Updated 2 years ago
- ☆30Aug 8, 2021Updated 4 years ago
- Class Incremental learning, Task Incremental Learning☆17Dec 19, 2022Updated 3 years ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆99Feb 26, 2023Updated 3 years ago
- This repositorie es the code of the paper Optimizing Reusable Knowledge for Continual Learning via Metalearning.☆11Oct 12, 2021Updated 4 years ago
- Memory Replay with Data Compression (ICLR 2022)☆16Sep 26, 2023Updated 2 years ago
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆107Feb 21, 2024Updated 2 years ago
- ☆12Jul 8, 2023Updated 2 years ago
- ☆38Nov 4, 2024Updated last year
- Implementation of [MNTDP](https://arxiv.org/abs/2012.12631)☆18Mar 9, 2022Updated 4 years ago
- Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)☆24Nov 21, 2025Updated 4 months ago
- ☆11Jul 21, 2023Updated 2 years ago
- ☆67Feb 8, 2022Updated 4 years ago
- ☆19Aug 11, 2020Updated 5 years ago
- Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning☆17Feb 25, 2020Updated 6 years ago
- Official repository for Do Pre-trained Models Benefit Equally in Continual Learning? (Accepted to WACV'23)☆26Oct 20, 2024Updated last year
- A Continual Multi-agent RL testbed based on Hanabi☆32Aug 1, 2021Updated 4 years ago
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power …☆53Aug 17, 2024Updated last year
- Implementation of ICML 2023 paper: Future-conditioned Unsupervised Pretraining for Decision Transformer☆29Jul 25, 2023Updated 2 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Jun 3, 2021Updated 4 years ago
- Codes for the paper "Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach"☆15Aug 30, 2024Updated last year
- Code for Continual Reinforcement Learning with Multi-Timescale Replay☆24Apr 16, 2020Updated 5 years ago
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Aug 10, 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
- An implementation of the paper "Overcoming catastrophic forgetting in neural networks" (DeepMind, 2016), using Pytorch framework.☆16Sep 9, 2018Updated 7 years ago
- ☆21Mar 1, 2023Updated 3 years ago
- Role-Wise Data Augmentation for Knowledge Distillation☆19Nov 22, 2022Updated 3 years ago
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".☆30Jan 24, 2023Updated 3 years ago
- Official implementation of "Continual Learning by Modeling Intra-Class Variation" (MOCA). [TMLR 2023]☆16Mar 3, 2023Updated 3 years ago
- ☆29Oct 20, 2021Updated 4 years ago
- Implementation of the article Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting (https://arxiv.org/pdf/1805…☆10Feb 1, 2019Updated 7 years ago
- Implementation for the paper "Learning Invariant Representation for Continual Learning" in PyTorch.☆12Jan 31, 2021Updated 5 years ago
- My implementation of https://arxiv.org/abs/1910.02600 in pytorch. Based on https://github.com/aamini/evidential-deep-learning☆10Jan 26, 2021Updated 5 years ago
- ☆30Jun 19, 2023Updated 2 years ago
- ☆13Dec 8, 2022Updated 3 years ago
- Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆79May 14, 2020Updated 5 years ago