Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"
☆52Feb 16, 2023Updated 3 years ago
Alternatives and similar repositories for rethinking_er
Users that are interested in rethinking_er are comparing it to the libraries listed below
Sorting:
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆782Feb 23, 2026Updated last week
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆76Mar 25, 2023Updated 2 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 4 years ago
- Continual Learning Toolbox for Computer Vision Tasks☆21Oct 3, 2023Updated 2 years ago
- Code for the pubblication "Distilled Replay: Overcoming Forgetting through Synthetic Examples"☆12Apr 1, 2021Updated 4 years ago
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Aug 10, 2021Updated 4 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆418May 30, 2023Updated 2 years ago
- Relevant papers in Continual Learning☆741Jul 25, 2023Updated 2 years ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆126Sep 25, 2022Updated 3 years ago
- A clean and simple data loading library for Continual Learning☆446Jun 25, 2023Updated 2 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Dec 15, 2022Updated 3 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Sep 9, 2022Updated 3 years ago
- Code for the CVPR 2023 Paper: "Real-Time Evaluation in Online Continual Learning: A New Hope"☆19Aug 19, 2024Updated last year
- Continual reinforcement learning baselines: experiment specifications, implementation of existing methods, and common metrics. Easily ext…☆131Jul 6, 2023Updated 2 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
- ☆20Sep 17, 2022Updated 3 years ago
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Oct 24, 2022Updated 3 years ago
- ☆14Mar 6, 2022Updated 3 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆255May 25, 2023Updated 2 years ago
- The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.☆197May 30, 2023Updated 2 years ago
- ☆12Sep 26, 2019Updated 6 years ago
- [Konvens21] This repository contains the DFKI MobIE Corpus, a dataset of 3,232 German-language documents that have been annotated with fi…☆12Sep 17, 2024Updated last year
- Code for "Dream and Search to Control: Latent Space Planning for Continuous Control"☆12Jul 12, 2021Updated 4 years ago
- Code for ACL2018 paper "Learn How to Actively Learn: An Imitation Learning Approach"☆10Mar 8, 2019Updated 6 years ago
- Code for the "Overcoming Sparsity Artifacts in Crosscoders to Interpret Chat-Tuning" paper.☆16Nov 21, 2025Updated 3 months 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
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Jun 3, 2021Updated 4 years ago
- Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)☆16Nov 22, 2022Updated 3 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆561May 26, 2023Updated 2 years ago
- PyContinual (An Easy and Extendible Framework for Continual Learning)☆324Jan 29, 2024Updated 2 years ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,827Nov 5, 2025Updated 3 months ago
- [ICLR 2022] Towards Continual Knowledge Learning of Language Models☆91Oct 11, 2022Updated 3 years ago
- Implementation for the paper "Learning Invariant Representation for Continual Learning" in PyTorch.☆12Jan 31, 2021Updated 5 years ago
- ☆16Nov 12, 2024Updated last year
- Miro[ACM MobiCom '23] Cost-effective On-device Continual Learning over Memory Hierarchy with Miro☆16Feb 1, 2024Updated 2 years ago
- ☆29Oct 20, 2021Updated 4 years ago
- Official pytorch implementation of Rainbow Memory (CVPR 2021)☆126Jan 18, 2022Updated 4 years ago
- Source code for Pathfinding in Stochastic Environments paper.☆15Oct 27, 2022Updated 3 years ago