Mehooz / awesome-representation-learning
The newest reading list for representation learning
☆111Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-representation-learning
- Awesome Contrastive Learning for CV & NLP☆163Updated 3 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆75Updated last year
- A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning☆278Updated 3 years ago
- ☆47Updated 2 years ago
- My notes and assignment solutions for Stanford CS330 (Fall 2019 & 2020) Deep Multi-Task and Meta Learning☆41Updated last year
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆195Updated 3 months ago
- Meta-Learning with Warped Gradient Descent☆92Updated 3 years ago
- A classified list of meta learning papers based on realm.☆349Updated 2 years ago
- Crawl & visualize ICLR papers and reviews.☆444Updated 2 years ago
- some bravo or inspiring research works on the topic of curriculum learning☆226Updated 2 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆71Updated 3 years ago
- Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep lea…☆300Updated 2 years ago
- Understanding Training Dynamics of Deep ReLU Networks☆279Updated 3 weeks ago
- Tensorflow implementation of "Learning to Balance: Bayesian Meta-learning for Imbalanced and Out-of-distribution Tasks" (ICLR 2020 oral)☆98Updated 3 years ago
- Reparameterize your PyTorch modules☆72Updated 3 years ago
- Crawl & visualize ICLR papers and reviews☆107Updated 2 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆162Updated 2 years ago
- ☆174Updated 3 months ago
- ☆19Updated 4 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆98Updated 4 years ago
- ☆119Updated 5 months ago
- Crawl & visualize ICLR papers and reviews.☆107Updated 2 years ago
- Gradients as Features for Deep Representation Learning☆42Updated 4 years ago
- Lifelong/Continual Learning Paper List☆151Updated 5 years ago
- Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".☆193Updated 5 years ago
- Code for Which Tasks Should Be Learned Together in Multi-task Learning?☆94Updated last year
- pytorch implementation of Optimization as a Model for Few-shot Learning☆176Updated last year
- Code for the ICML 2021 paper "Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation", Haoxi…☆67Updated 3 years ago
- An official PyTorch implementation of “Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation” (NeurIPS 2019) by Risto Vuorio*…☆137Updated 4 years ago
- Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.☆456Updated 4 years ago