[NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
☆51Jan 26, 2025Updated last year
Alternatives and similar repositories for unified-continual-learning
Users that are interested in unified-continual-learning are comparing it to the libraries listed below
Sorting:
- [ICML 2023] Taxonomy-Structured Domain Adaptation☆12Oct 6, 2023Updated 2 years ago
- The reproduce of paper "Continual Vision-Language Representation Learning with Off-Diagonal Information ".(Mod-X)☆10Oct 31, 2023Updated 2 years ago
- Official Repository for the ICML 2024 paper "Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method"☆15Sep 20, 2024Updated last year
- Official code for "Continual Learning in the Frequency Domain" (NeurIPS 2024)☆13Mar 18, 2025Updated 11 months ago
- [ECCV 2024] Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning☆16Sep 23, 2024Updated last year
- Pytorch implementation of iCaRL with some extras.☆15Nov 29, 2020Updated 5 years ago
- Official implementation of MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning☆19Jan 27, 2024Updated 2 years ago
- The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)☆36May 25, 2021Updated 4 years ago
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Oct 24, 2022Updated 3 years ago
- Code for CLVision workshop (CVPR 2024) paper - Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-train…☆11Nov 12, 2024Updated last year
- This is the source code of F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental …☆11Oct 19, 2024Updated last year
- [ICLR 2022] Graph-Relational Domain Adaptation☆45Apr 12, 2024Updated last year
- ☆13Nov 26, 2023Updated 2 years ago
- Linear Mode Connectivity in Multitask and Continual Learning: https://arxiv.org/abs/2010.04495☆12Oct 12, 2020Updated 5 years ago
- Source code for a LoRA-based continual relation extraction method.☆14Sep 25, 2023Updated 2 years ago
- ☆33Feb 24, 2025Updated last year
- Official implementation of ICLR 2025 'LORO: Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization'☆16Apr 24, 2025Updated 10 months ago
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆784Updated this week
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆56Feb 15, 2025Updated last year
- ☆14Nov 4, 2022Updated 3 years ago
- Graph matching of brain connectivity networks based on graph edit distance☆13May 25, 2017Updated 8 years ago
- Source code of a ICML2021 paper, A Bit More Bayesian: Domain-Invariant Learning with Uncertainty☆13Jan 20, 2022Updated 4 years ago
- Code for Improving Task-free Continual Learning by Distributionally Robust Memory Evolution (ICML 2022)☆11Aug 20, 2022Updated 3 years ago
- This is the implementation of Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory☆14Jul 28, 2024Updated last year
- Code implementation for paper "On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals".☆17Dec 15, 2021Updated 4 years ago
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆526Dec 23, 2025Updated 2 months ago
- [TIM 2024] The official implementation for the paper "Affective EEG-based Person Identification with Continual Learning"☆15Aug 12, 2024Updated last year
- A list of papers and codes about Incremental/Continual Semantic Segmentation☆15Mar 10, 2024Updated last year
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆84Jun 27, 2025Updated 8 months ago
- The official PyTorch implementation of CVPR2025 paper "Language Guided Concept Bottleneck Models for Interpretable Continual Learning"☆32Jun 17, 2025Updated 8 months ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆99Mar 30, 2022Updated 3 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆278Nov 7, 2024Updated last year
- This is a public repository for:☆39Aug 11, 2021Updated 4 years ago
- ICLR2024 paper on Continual Learning☆37Apr 21, 2024Updated last year
- Code for our NeurIPS´24 paper☆39Oct 28, 2024Updated last year
- ☆17Nov 3, 2022Updated 3 years ago
- ☆16Apr 9, 2021Updated 4 years ago
- [CVPR2024] FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning☆16Apr 18, 2025Updated 10 months ago
- [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models☆47Mar 14, 2025Updated 11 months ago