csm9493 / UCLView external linksLinks
The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)
☆36May 25, 2021Updated 4 years ago
Alternatives and similar repositories for UCL
Users that are interested in UCL are comparing it to the libraries listed below
Sorting:
- The Official Code of CPR (ICLR 2021)☆15Oct 14, 2021Updated 4 years ago
- "Scalable and Order-robust Continual Learning with Additive Parameter Decomposition", ICLR 2020☆23May 25, 2022Updated 3 years ago
- Unofficial PyTorch implementation of the paper "Conditional Channel Gated Networks for Task-Aware Continual Learning"☆20Jan 22, 2021Updated 5 years ago
- Functional Regularisation for Continual Learning with Gaussian Processes☆15Oct 24, 2020Updated 5 years ago
- Implementation of the variational continual learning method☆196May 7, 2019Updated 6 years ago
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Oct 18, 2021Updated 4 years ago
- Memory Aware Synapses method implementation code☆99Oct 8, 2018Updated 7 years ago
- This is a public repository for:☆39Aug 11, 2021Updated 4 years ago
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆37Oct 23, 2020Updated 5 years ago
- (NeurIPS 2020) Meta-Consolidation for Continual Learning☆37Mar 4, 2021Updated 4 years ago
- Interpreting Bayesian inference as continual learning with a CNN☆22Jun 15, 2018Updated 7 years ago
- Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks☆21Oct 24, 2022Updated 3 years ago
- Evidential Calibration☆11Mar 8, 2022Updated 3 years ago
- Lifelong Learning with Dynamically Expandable Networks☆20Feb 18, 2018Updated 7 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆99Jun 25, 2021Updated 4 years ago
- Linear Mode Connectivity in Multitask and Continual Learning: https://arxiv.org/abs/2010.04495☆12Oct 12, 2020Updated 5 years ago
- PyTorch code for the CVPR'23 paper: "ConStruct-VL: Data-Free Continual Structured VL Concepts Learning"☆14Feb 5, 2024Updated 2 years ago
- ☆13Nov 26, 2023Updated 2 years ago
- Proceedings of ICML 2021☆10Aug 12, 2025Updated 6 months ago
- [TMLR] CoDeC: Communication-Efficient Decentralized Continual Learning☆12Apr 17, 2024Updated last year
- This is the official code for the paper "Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaborati…☆12Aug 13, 2024Updated last year
- Codebase for the paper titled "Continual learning with local module selection"☆25Nov 15, 2021Updated 4 years ago
- [NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm☆51Jan 26, 2025Updated last year
- [ICLR 2025] Official PyTorch implementation of our paper for general continual learning "Advancing Prompt-Based Methods for Replay-Indepe…☆16Dec 21, 2025Updated last month
- Continual learning using variational prototype replays☆10Oct 17, 2020Updated 5 years ago
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆32Oct 29, 2024Updated last year
- Lifelong Learning with Dynamically Expandable Networks, ICLR 2018☆160May 4, 2020Updated 5 years ago
- [NeurIPS 2021] SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning☆63Mar 10, 2023Updated 2 years ago
- Multidimensional Uncertainty-Aware Evidential Neural Networks ( AAAI2021)☆16Aug 19, 2021Updated 4 years ago
- Source code of a ICML2021 paper, A Bit More Bayesian: Domain-Invariant Learning with Uncertainty☆13Jan 20, 2022Updated 4 years ago
- Official Pytorch implementation of 'Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning'? (ICLR2024)☆13Mar 8, 2024Updated last year
- Code for Continual Learning of Control Primitives☆18Nov 11, 2020Updated 5 years ago
- ☆13Dec 11, 2021Updated 4 years ago
- Early sepsis detection w/ multitask gaussian process neural network☆15Sep 20, 2019Updated 6 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Sep 9, 2022Updated 3 years ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆107Mar 5, 2024Updated last year
- ☆18Nov 19, 2024Updated last year
- The official PyTorch implementation of CVPR2025 paper "Language Guided Concept Bottleneck Models for Interpretable Continual Learning"☆31Jun 17, 2025Updated 7 months ago
- Implementation of [MNTDP](https://arxiv.org/abs/2012.12631)☆18Mar 9, 2022Updated 3 years ago