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Top 9 maml open source projects

Personalizing Dialogue Agents via Meta-Learning

✭ 114

Jupyter Notebook python perl transformer chat-bot maml meta-learning metalearning learning-to-learn persona-chatbot

Implementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.

✭ 16

python reinforcement-learning paper maml meta-learning meta-rl tensorflow2 maml-rl meta-reinforcement

Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)

✭ 24

python shell machine-learning computer-vision deep-learning pytorch iccv maml meta-learning few-shot-learning

maml-tensorflow

This repository implements the paper, Model-Agnostic Meta-Leanring for Fast Adaptation of Deep Networks.

✭ 17

python tensorflow maml meta-learning omniglot

CS330-Stanford-Deep-Multi-Task-and-Meta-Learning

My notes and assignment solutions for Stanford CS330 (Fall 2019 & 2020) Deep Multi-Task and Meta Learning

✭ 34

Jupyter Notebook python deep-learning tensorflow pytorch stanford maml mann meta-learning protonet multitask-learning cs330 deep-multi-task

Code for meta-learning initializations for image segmentation

✭ 21

python shell machine-learning tensorflow image-segmentation maml meta-learning

[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification

✭ 58

python cvpr normalization maml person-reidentification dg meta-learning re-id normalisation instance-normalization person-reid domain-generalization cvpr2021

geotrellis-server

Tools for building raster processing and display services

✭ 65

scala shell javascript HTML Makefile CSS wms wcs tms ogc wmts geotrellis maml map-algebra geotrellis-server

tensorflow-maml

TensorFlow 2.0 implementation of MAML.

✭ 79

Jupyter Notebook tensorflow maml meta-learning eager-execution tensorflow2

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