jaehong31 / DENLinks
Lifelong Learning with Dynamically Expandable Networks, ICLR 2018
☆157Updated 5 years ago
Alternatives and similar repositories for DEN
Users that are interested in DEN are comparing it to the libraries listed below
Sorting:
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆204Updated 3 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆400Updated 6 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆163Updated 7 years ago
- Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow☆302Updated 5 years ago
- Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning☆235Updated 6 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆203Updated 11 months ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆104Updated 6 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆215Updated 6 years ago
- A PyTorch implementation of the blocks from the _A Simple Neural Attentive Meta-Learner_ paper☆98Updated 7 years ago
- Library to manage machine learning problems as `Tasks' and to sample from Task distributions. Includes Tensorflow implementation of impli…☆48Updated 3 years ago
- Repository for the Learning without Forgetting paper, ECCV 2016☆84Updated 5 years ago
- Overcoming Catastrophic Forgetting by Incremental Moment Matching (IMM)☆35Updated 7 years ago
- Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from …☆147Updated 4 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆105Updated 2 years ago
- Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch☆148Updated 5 years ago
- Implementation of the variational continual learning method☆190Updated 6 years ago
- TensorFlow implementation of Elastic Weight Consolidation☆75Updated 7 years ago
- Neat and flexible implementation of MAML in pytorch: https://arxiv.org/abs/1703.03400☆60Updated 3 years ago
- The rep for the RotateNetworks in ICPR18, Beijing, China.☆33Updated 6 years ago
- Memory Aware Synapses method implementation code☆97Updated 6 years ago
- CORe50: a new Dataset and Benchmark for Continual Learning☆122Updated 4 years ago
- ☆72Updated 2 years ago
- ☆259Updated 3 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆280Updated 11 months ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆100Updated 4 years ago
- Implementation of Meta-Learning with Latent Embedding Optimization☆308Updated 6 years ago
- An official PyTorch implementation of “Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation” (NeurIPS 2019) by Risto Vuorio*…☆139Updated 5 years ago
- Code for Unsupervised Learning via Meta-Learning.☆120Updated 6 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆182Updated 6 years ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆107Updated 11 months ago