tyler-hayes / Stream-51
The Stream-51 dataset for streaming classification and novelty detection from videos.
☆15Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Stream-51
- Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …☆89Updated last year
- (NeurIPS 2020) Meta-Consolidation for Continual Learning☆36Updated 3 years ago
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆81Updated last year
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆95Updated last year
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆99Updated last year
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆79Updated last year
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆98Updated 4 years ago
- PyTorch dataset for CUB-200-2011☆55Updated 2 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆27Updated 3 years ago
- Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning☆37Updated 3 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Updated last year
- Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019☆53Updated last year
- ☆71Updated last year
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆118Updated 4 years ago
- pytorch implementation of Large Scale Incremental Learning☆64Updated 4 years ago
- ☆23Updated 3 years ago
- Lifelong Learning with Dynamically Expandable Networks☆20Updated 6 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆103Updated 2 years ago
- [NeurIPS 2020, Spotlight] Improved Schemes for Episodic Memory-based Lifelong Learning☆18Updated 3 years ago
- A hub for paper reviews in Continual Learning☆26Updated 4 years ago
- Tools for generating tieredImageNet dataset and processing batches☆76Updated 3 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆71Updated 3 years ago
- ContinualAI Wiki: a collaborative wiki on Continual/Lifelong Machine Learning☆49Updated 2 years ago
- The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)☆39Updated 10 months ago
- CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!☆60Updated last year
- Implementation of [MNTDP](https://arxiv.org/abs/2012.12631)☆18Updated 2 years ago
- A PyTorch converter for SimCLR checkpoints☆106Updated 3 years ago
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆119Updated 4 years ago
- Code for our ECCV paper -- "Learning to Balance Specificity and Invariance for In and Out of Domain Generalization"☆54Updated 4 years ago
- ☆53Updated 5 years ago