IIRC: Incremental Implicitly Refined Classification
☆30Dec 15, 2022Updated 3 years ago
Alternatives and similar repositories for IIRC
Users that are interested in IIRC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Linear Mode Connectivity in Multitask and Continual Learning: https://arxiv.org/abs/2010.04495☆12Oct 12, 2020Updated 5 years ago
- code for our BMVC 2021 paper "HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification"☆15Oct 28, 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
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆76Mar 25, 2023Updated 2 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆100Mar 30, 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
- [ICML2023] Instant Soup Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models. Ajay Jaiswal, Shiwei Liu, Ti…☆11Nov 28, 2023Updated 2 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆52Feb 16, 2023Updated 3 years ago
- The Stream-51 dataset for streaming classification and novelty detection from videos.☆15Feb 22, 2022Updated 4 years ago
- A Continual Multi-agent RL testbed based on Hanabi☆32Aug 1, 2021Updated 4 years ago
- Implementation of [MNTDP](https://arxiv.org/abs/2012.12631)☆18Mar 9, 2022Updated 4 years ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆99Feb 26, 2023Updated 3 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 3 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Sep 9, 2022Updated 3 years ago
- ☆29Oct 20, 2021Updated 4 years ago
- Relevant papers in Continual Learning☆740Jul 25, 2023Updated 2 years ago
- ☆13Jul 19, 2022Updated 3 years ago
- Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2…☆22Oct 23, 2023Updated 2 years ago
- Benchmark for Lifelong learning research☆117Aug 16, 2021Updated 4 years ago
- MRL-CQA for EMNLP 2020 submission. This work has been accepted by EMNLP 2020.☆19Oct 8, 2020Updated 5 years ago
- PyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"☆20Nov 2, 2020Updated 5 years ago
- A Neuromodulated Meta-Learning algorithm☆117May 2, 2020Updated 5 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆81Dec 16, 2020Updated 5 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆106Dec 8, 2022Updated 3 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆255May 25, 2023Updated 2 years ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆19Feb 27, 2023Updated 3 years ago
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Aug 10, 2021Updated 4 years ago
- PyTorch code for the ICCV'21 paper: "Always Be Dreaming: A New Approach for Class-Incremental Learning"☆62Oct 8, 2022Updated 3 years ago
- This is a public repository for:☆38Aug 11, 2021Updated 4 years ago
- Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020☆76Jun 15, 2021Updated 4 years ago
- ☆11May 19, 2021Updated 4 years ago
- Counterfactual Explanation Based on Gradual Construction for Deep Networks Pytorch☆11Apr 7, 2021Updated 4 years ago
- A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR…☆250Jul 6, 2023Updated 2 years ago
- [NeurIPS 2020, Spotlight] Improved Schemes for Episodic Memory-based Lifelong Learning☆18Dec 12, 2020Updated 5 years ago
- This repository contains code for the paper "Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a…☆13Jun 11, 2022Updated 3 years ago
- A clean and simple data loading library for Continual Learning☆446Jun 25, 2023Updated 2 years ago
- Code Release for Learning to Adapt to Evolving Domains☆31Jul 21, 2021Updated 4 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- ☆14Sep 22, 2020Updated 5 years ago