renmengye / oc-fewshot-publicLinks
Code associated with paper "Wandering Within a World: Online Contextualized Few-Shot Learning"
☆25Updated 4 years ago
Alternatives and similar repositories for oc-fewshot-public
Users that are interested in oc-fewshot-public are comparing it to the libraries listed below
Sorting:
- PyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"☆20Updated 5 years ago
- Pytorch implementation of Meta-Learned Confidence for Few-shot Learning☆71Updated 4 years ago
- PyTorch implementation of "An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning" (ECCV 2020)☆48Updated 2 years ago
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆122Updated 5 years ago
- Meta-Learning with Warped Gradient Descent☆92Updated 4 years ago
- Tools for generating tieredImageNet dataset and processing batches☆78Updated 4 years ago
- Code for our paper "Auxiliary Task Reweighting for Minimum-data Learning" (NeurIPS 2020)☆18Updated 4 years ago
- Compressing Representations for Self-Supervised Learning☆78Updated 4 years ago
- Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019☆53Updated 2 years ago
- ☆26Updated 5 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆78Updated 4 years ago
- Benchmark for Lifelong learning research☆118Updated 4 years ago
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆100Updated 2 years ago
- A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.☆77Updated 4 years ago
- Ensembles of CNNs for few-shot image classification☆53Updated 4 years ago
- The original code for the paper "Benchmarks for Continual Few-Shot Learning".☆36Updated 5 years ago
- Official Implementation of Remembering for the Right Reasons (ICLR 2021)☆30Updated 4 years ago
- The original code for the paper "Learning to Learn via Self-Critique".☆46Updated 6 years ago
- Code for "Online Learned Continual Compression with Adaptive Quantization Modules"☆27Updated 5 years ago
- infinite mixture prototypes for few-shot learning☆51Updated 3 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆152Updated 4 years ago
- Code of Empirical Bayes Transductive Meta-Learning with Synthetic Gradients☆58Updated 5 years ago
- Class Normalization for Continual Zero-Shot Learning☆34Updated 4 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Updated 2 years ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆109Updated last year
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆106Updated 3 years ago
- Official adversarial mixup resynthesis repository☆35Updated 5 years ago
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆83Updated 2 years ago
- Awesome papers in few-shot learning/one-shot learning.☆30Updated 6 years ago
- (NeurIPS 2020) Meta-Consolidation for Continual Learning☆37Updated 4 years ago