A study on the following problems: what the memorization problem is in meta-learning; why memorization problem happens; and how we can prevent it. (ICLR 2020)
☆21Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for Meta-learning-without-memorization
Users that are interested in Meta-learning-without-memorization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Low-variance, efficient and unbiased gradient estimation for optimizing models with binary latent variables. (ICLR 2019)☆27Mar 9, 2019Updated 7 years ago
- MetaMix for ICML 2021☆27Jun 9, 2021Updated 4 years ago
- A variational inference method with accurate uncertainty estimation. It uses a new semi-implicit variational family built on neural netwo…☆54Oct 16, 2024Updated last year
- MAML implementation (tensorflow)☆15Apr 25, 2019Updated 6 years ago
- Meta-Learning with Warped Gradient Descent☆92Mar 5, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Optimizers in tensorflow from scratch☆18Jun 6, 2017Updated 8 years ago
- 百度AI安全对抗赛第一名团队示例代码，基于官方给出的PGD修改，主要内容为L2-PGD+EOT。☆11Mar 17, 2021Updated 5 years ago
- MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders☆23Apr 30, 2019Updated 6 years ago
- VAE + Quantile Networks for MNIST☆12Nov 29, 2018Updated 7 years ago
- Wavelet phase harmonic scattering transform☆14Jul 5, 2022Updated 3 years ago
- Shallow Bayesian Meta Learning for Real World Few-shot Recognition☆23Nov 18, 2021Updated 4 years ago
- ICLR 2022☆18Apr 15, 2022Updated 4 years ago
- ☆83Nov 23, 2023Updated 2 years ago
- [ACL 2021] Learning to Perturb Word Embeddings for Out-of-distribution QA☆16May 11, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for paper by Bamler & Mandt, "Extreme Classification via Adversarial Softmax Approximation" (ICLR 2020)☆14Apr 8, 2020Updated 6 years ago
- ☆15Nov 5, 2017Updated 8 years ago
- Pytorch implementation of “MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures” (NeurIPS 2020 spotlight)☆13Jul 22, 2021Updated 4 years ago
- Official Python implementation for paper: Probabilistic Conformal Prediction Using Conditional Random Samples☆10Jul 8, 2022Updated 3 years ago
- Adversarial learning by utilizing model interpretation☆10Oct 19, 2018Updated 7 years ago
- rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.☆30May 9, 2018Updated 7 years ago
- ☆13Jun 4, 2024Updated last year
- OpenConstruction project☆13Feb 14, 2023Updated 3 years ago
- A Library of Variational Dropouts☆15Jul 29, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Curated LLM (ICML 2024)☆14Oct 23, 2024Updated last year
- The code for Template-GPT-2 Generation Model for Logic2Text Dataset☆18Jun 1, 2020Updated 5 years ago
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆99Oct 3, 2023Updated 2 years ago
- The original code for the paper "Benchmarks for Continual Few-Shot Learning".☆36Aug 18, 2020Updated 5 years ago
- Variational Dropout Sparsifies Deep Neural Networks (Molchanov et al. 2017) by Chainer☆18Jun 22, 2017Updated 8 years ago
- ☆15Feb 12, 2021Updated 5 years ago
- Code for Episodic Memory Reader (EMR) https://arxiv.org/abs/1903.06164☆15Nov 16, 2022Updated 3 years ago
- ☆12Sep 5, 2018Updated 7 years ago
- ☆12Jul 16, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆11May 27, 2022Updated 3 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Feb 19, 2018Updated 8 years ago
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- ☆15Sep 25, 2020Updated 5 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 4 years ago
- Sequence-based protein solubility predictor☆11Apr 1, 2020Updated 6 years ago
- The official implementation for Common Sense Enhanced Knowledge-based Recommendation with Large Language Model☆14Apr 21, 2024Updated last year