meta-learning

16 projects share this GitHub topic

Lines connect members that are measurably related to each other. Dot size reflects stars.

🧬 Members

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes,…

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code.

Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

FSL-Mate: A collection of resources for few-shot learning (FSL).

[TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.

Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing…

Accompanying code for "Discovering State-of-the-art Reinforcement Algorithms" Nature publication

[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high…

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for…

awesome-real-world-rl

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

[T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation

The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"

Awesome-Forgetting-in-Deep-Learning

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.

🔗 Related families

few-shot-learning 14 domain-adaptation 14 few-shot 7 transfer-learning 36 continual-learning 16 generative-model 64 self-supervised-learning 37 gans 27

Measured from GitHub topics shared by both projects, weighted by how rare each topic is.