renmengye / inc-few-shot-attractor-public
Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"
☆118Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for inc-few-shot-attractor-public
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆106Updated 2 years ago
- Learning to Self-Train for Semi-Supervised Few-Shot☆93Updated last year
- ☆130Updated 3 years ago
- ☆90Updated 2 years ago
- Code for Unsupervised Learning via Meta-Learning.☆65Updated 4 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆148Updated 3 years ago
- [ICLR'19] Meta-learning with differentiable closed-form solvers☆114Updated 4 years ago
- Code for TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning (CVPR 2019)☆55Updated 4 years ago
- Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Norma…☆159Updated 3 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆118Updated 4 years ago
- Adaptive Cross-Modal Few-shot learning OSS code. This is a ServiceNow Research project that was started at Element AI.☆65Updated 2 years ago
- Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018☆121Updated 4 years ago
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆95Updated last year
- Code for Unsupervised Learning via Meta-Learning.☆120Updated 5 years ago
- Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019☆53Updated last year
- Boosting Few-Shot Visual Learning with Self-Supervision☆136Updated 4 years ago
- Laplacian Regularized Few Shot Learning☆81Updated 2 years ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆79Updated last year
- A PyTorch implementation of "Image Deformation Meta-Networks for One-Shot Learning"(CVPR 2019 Oral).☆50Updated 4 years ago
- Tensorflow code for ICML 2019 paper: LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning☆84Updated 4 years ago
- Few shot learning☆155Updated 3 years ago
- (NeurIPS 2020) Meta-Consolidation for Continual Learning☆36Updated 3 years ago
- Overcoming Catastrophic Forgetting by Incremental Moment Matching (IMM)☆34Updated 6 years ago
- Semantic Feature Augmentation in Few-shot Learning☆87Updated 5 years ago
- Tools for generating tieredImageNet dataset and processing batches☆76Updated 3 years ago
- Pytorch implementation of Meta-Learned Confidence for Few-shot Learning☆71Updated 3 years ago
- Code release for Towards Accurate Model Selection in Deep Unsupervised Domain Adaptation (ICML 2019)☆62Updated 5 years ago
- Attentive Region Embedding Network for Zero-shot Learning (CVPR 2019)☆58Updated 5 years ago
- Memory Aware Synapses method implementation code☆94Updated 6 years ago