Original PyTorch implementation of Uncertainty-guided Continual Learning with Bayesian Neural Networks, ICLR 2020
☆76Jun 15, 2021Updated 4 years ago
Alternatives and similar repositories for UCB
Users that are interested in UCB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆77Mar 25, 2023Updated 3 years ago
- Implementation of [MNTDP](https://arxiv.org/abs/2012.12631)☆18Mar 9, 2022Updated 4 years ago
- Implementation of the variational continual learning method☆196May 7, 2019Updated 7 years ago
- Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …☆93Oct 4, 2023Updated 2 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆253May 25, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Overcoming catastrophic forgetting with hard attention to the task☆222Jan 23, 2019Updated 7 years ago
- Implementation of Bayesian Gradient Descent☆37Oct 3, 2023Updated 2 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆101Aug 22, 2020Updated 5 years ago
- Coresets via Bilevel Optimization☆68Nov 2, 2020Updated 5 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆205Jul 25, 2024Updated last year
- ☆54Nov 22, 2019Updated 6 years ago
- Benchmark for Lifelong learning research☆117Aug 16, 2021Updated 4 years ago
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆37Oct 23, 2020Updated 5 years ago
- Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)☆79Oct 3, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019☆53Dec 15, 2022Updated 3 years ago
- Pytorch optimizers implementing Hilbert Constrained Gradient Descent☆19May 9, 2019Updated 7 years ago
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Aug 10, 2021Updated 4 years ago
- Analysis and design of protein-protein or protein-peptide interactions based on atlas database.☆15Sep 27, 2022Updated 3 years ago
- Relevant papers in Continual Learning☆742Jul 25, 2023Updated 2 years ago
- This is the official code of the paper "Continual Interactive Behavior Learning With Scenarios Divergence Measurement: A Dynamic Gradient…☆18Jan 13, 2025Updated last year
- Code Implementation for CVPR 2023 Paper: Class-Incremental Exemplar Compression for Class-Incremental Learning☆27Jun 21, 2023Updated 2 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Mar 29, 2021Updated 5 years ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆80Nov 30, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Continuum Learning with GEM: Gradient Episodic Memory☆408Oct 22, 2018Updated 7 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆530Apr 26, 2021Updated 5 years ago
- Code for "Supermasks in Superposition"☆126Oct 3, 2023Updated 2 years ago
- ☆16Mar 14, 2020Updated 6 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Dec 15, 2022Updated 3 years ago
- ☆15Feb 27, 2024Updated 2 years ago
- Source code for UQnet☆16May 23, 2024Updated 2 years ago
- A clean and simple data loading library for Continual Learning☆448Jun 25, 2023Updated 2 years ago
- CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!☆59Dec 13, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆83Sep 20, 2023Updated 2 years ago
- (NeurIPS 2020) Meta-Consolidation for Continual Learning☆37Mar 4, 2021Updated 5 years ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆109Jul 25, 2024Updated last year
- AnnapuRNA: a scoring function for predicting RNA-small molecule interactions.☆21Apr 5, 2024Updated 2 years ago
- Code for "Continual Learning of Object Instances", Implemented in PyTorch, https://arxiv.org/abs/2004.10862☆11Jun 12, 2020Updated 5 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆471Apr 10, 2025Updated last year
- ☆11Jun 21, 2022Updated 3 years ago