arunmallya / packnet
Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning
☆231Updated 6 years ago
Alternatives and similar repositories for packnet:
Users that are interested in packnet are comparing it to the libraries listed below
- Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow☆203Updated 3 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆182Updated 5 years ago
- Overcoming catastrophic forgetting with hard attention to the task☆213Updated 6 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆397Updated 6 years ago
- Memory Aware Synapses method implementation code☆94Updated 6 years ago
- Repository for the Learning without Forgetting paper, ECCV 2016☆83Updated 4 years ago
- Lifelong Learning with Dynamically Expandable Networks, ICLR 2018☆158Updated 4 years ago
- ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild☆79Updated 2 years ago
- PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017☆161Updated 7 years ago
- Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"☆201Updated 7 months ago
- ☆255Updated 3 years ago
- Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"☆272Updated 7 months ago
- Implementation of the variational continual learning method☆190Updated 5 years ago
- Pytorch implementation of End-to-End Incremental Learning [2018 ECCV Castro]☆63Updated 6 years ago
- pytorch implementation of Large Scale Incremental Learning☆66Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆188Updated 3 years ago
- Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017☆102Updated 6 years ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆201Updated 3 years ago
- CORe50: a new Dataset and Benchmark for Continual Learning☆121Updated 3 years ago
- Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow☆299Updated 4 years ago
- Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020☆97Updated last year
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆119Updated 5 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 for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated last year
- End-to-End Incremental Learning☆66Updated 5 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
- ☆72Updated 2 years ago
- A DIRT-T Approach to Unsupervised Domain Adaptation (ICLR 2018)☆175Updated 7 years ago
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆99Updated 2 years ago
- Pytorch implementation of ACCV18 paper "Revisiting Distillation and Incremental Classifier Learning."☆107Updated 7 months ago