arunmallya / packnet
Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning
☆233Updated 6 years ago
Alternatives and similar repositories for packnet:
Users that are interested in packnet are comparing it to the libraries listed below
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆182Updated 6 years ago
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆204Updated 3 years ago
- Memory Aware Synapses method implementation code☆95Updated 6 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
- Repository for the Learning without Forgetting paper, ECCV 2016☆84Updated 5 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆214Updated 6 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆275Updated 9 months ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆80Updated 2 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆189Updated 4 years ago
- pytorch implementation of Large Scale Incremental Learning☆66Updated 4 years ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆107Updated 9 months ago
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆97Updated last year
- ☆256Updated 3 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆103Updated 6 years ago
- Lifelong Learning with Dynamically Expandable Networks, ICLR 2018☆158Updated 5 years ago
- Pytorch implementation of End-to-End Incremental Learning [2018 ECCV Castro]☆63Updated 6 years ago
- CORe50: a new Dataset and Benchmark for Continual Learning☆122Updated 4 years ago
- [ICLR'19] Meta-learning with differentiable closed-form solvers☆115Updated 5 years ago
- ☆170Updated 4 years ago
- Implementation of the variational continual learning method☆188Updated 5 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆201Updated 9 months 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
- Scripts for Imagenet 32 dataset☆151Updated 3 years ago
- Wide Residual Networks (WideResNets) in PyTorch☆338Updated 4 years ago
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆120Updated 5 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆202Updated 3 years ago
- ☆175Updated 9 months ago
- Principled Detection of Out-of-Distribution Examples in Neural Networks☆201Updated 7 years ago
- ☆72Updated 2 years ago