Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
☆215May 15, 2022Updated 3 years ago
Alternatives and similar repositories for MAML-TensorFlow
Users that are interested in MAML-TensorFlow are comparing it to the libraries listed below
Sorting:
- Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)☆2,473May 16, 2019Updated 6 years ago
- Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow☆1,228Sep 19, 2021Updated 4 years ago
- ☆156Dec 31, 2019Updated 6 years ago
- This repository implements the paper, Model-Agnostic Meta-Leanring for Fast Adaptation of Deep Networks.☆16Nov 3, 2017Updated 8 years ago
- Code for the paper "On First-Order Meta-Learning Algorithms"☆1,032May 20, 2023Updated 2 years ago
- Meta-SGD experiment on Omniglot classification compared with MAML☆83Oct 10, 2017Updated 8 years ago
- A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.☆1,562Nov 24, 2020Updated 5 years ago
- A curated list of Meta-Learning resources/papers.☆553Dec 21, 2020Updated 5 years ago
- The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) p…☆828Dec 5, 2023Updated 2 years ago
- Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"☆664Jan 19, 2023Updated 3 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆564Oct 4, 2018Updated 7 years ago
- Code and dataset for "Transfer Learning Between Related Tasks Using Expected Label Proportions"☆16Nov 10, 2019Updated 6 years ago
- A TensorFlow 2.0 with eager execution implementation of Pytorch OpenAI few-shot regression toy example☆16Jun 24, 2019Updated 6 years ago
- ☆46Feb 26, 2020Updated 6 years ago
- Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".☆191Mar 21, 2019Updated 6 years ago
- A toy example of meta learning on mnist☆17Mar 14, 2019Updated 6 years ago
- Meta-SGD Algorithms Implementation☆22Jul 18, 2024Updated last year
- Codes for our SIGIR-2019 paper "Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings"☆100Mar 31, 2020Updated 5 years ago
- Tensorflow implementation of "Learning to Balance: Bayesian Meta-learning for Imbalanced and Out-of-distribution Tasks" (ICLR 2020 oral)☆101Nov 23, 2020Updated 5 years ago
- ☆11Jan 10, 2020Updated 6 years ago
- [IROS 2021] ADD: A Fine-grained Dynamic Inference Architecture for Semantic Image Segmentation☆10May 3, 2022Updated 3 years ago
- Implementation of Meta-Learning with Latent Embedding Optimization☆311Apr 30, 2019Updated 6 years ago
- MetaModule provides extensions of PyTorch Module for meta learning☆44Dec 16, 2022Updated 3 years ago
- Tensorflow: Generalizing Across Domains via Cross-Gradient Training☆15May 11, 2018Updated 7 years ago
- Codebase for Efficient yet simple Reinforcement Learning Research Framework☆28Jan 14, 2023Updated 3 years ago
- Training Signal Annealing☆13Feb 11, 2020Updated 6 years ago
- The original code for the paper "Learning to Learn via Self-Critique".☆48Aug 10, 2019Updated 6 years ago
- Implementation of our proposed algorithm in domain adaptation for image classification☆67Feb 24, 2020Updated 6 years ago
- Code for the paper: "Invertible CNN-Based Super Resolution with Downsampling Awareness" by Andrew Geiss and Joseph C. Hardin, Nov 2020☆12Nov 11, 2020Updated 5 years ago
- Implementation of SNAIL(A Simple Neural Attentive Meta-Learner) with Gluon☆12Feb 22, 2019Updated 7 years ago
- Spring 2016 Exploratory Data Analysis and Visualization☆14Jan 29, 2016Updated 10 years ago
- AutoGluon Docker☆12Apr 17, 2020Updated 5 years ago
- ☆12Dec 10, 2019Updated 6 years ago
- An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta☆241Jul 7, 2020Updated 5 years ago
- Code for "Fast Context Adaptation via Meta-Learning"☆146Mar 22, 2021Updated 4 years ago
- Repository for few-shot learning machine learning projects☆1,279Nov 25, 2019Updated 6 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆377Nov 1, 2021Updated 4 years ago
- Code for Unsupervised Learning via Meta-Learning.☆123Apr 27, 2019Updated 6 years ago
- meta-learning research☆159Jul 31, 2021Updated 4 years ago