Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for pytorch lifelong learning
lifelong-learning
x
pytorch
x
26 search results found
Avalanche
⭐
1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
Pycil
⭐
613
PyCIL: A Python Toolbox for Class-Incremental Learning
Continuum
⭐
343
A clean and simple data loading library for Continual Learning
Incremental_learning.pytorch
⭐
210
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
Brain Inspired Replay
⭐
169
A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
Continual Learning Benchmark
⭐
158
Evaluate three types of task shifting with popular continual learning algorithms.
Lamda Pilot
⭐
134
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
Cpg
⭐
58
Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019
Episodic Lifelong Learning
⭐
49
Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch
Modelzoo_continual
⭐
36
Model Zoos for Continual Learning (ICLR 22)
Generative_continual_learning
⭐
33
Lifelong Fewshot Language Learning
⭐
27
The code for lifelong few-shot language learning
Incloud
⭐
22
InCloud: Incremental Learning for Point Cloud Place Recognition IROS2022 https://arxiv.org/abs/2203.00807
Stable Continual Learning
⭐
21
Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)
Lgl
⭐
19
Lifelong Graph Learning (CVPR 2022)
Lifelong Learning
⭐
16
Lifelong Learning of Graph Neural Networks for Open-World Node Classification
Mas Pytorch
⭐
14
A PyTorch implementation of the ECCV 2018 publication "Memory Aware Synapses: Learning what (not) to forget"
Iclr23 Memo
⭐
14
The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch
Continualevaluation
⭐
14
[Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.
Clhive
⭐
13
A PyTorch framework for Continual Learning research.
Expertnet Pytorch
⭐
11
A PyTorch implementation of the CVPR 2017 publication "Expert Gate: Lifelong Learning with a Network of Experts"
Lifelong Monodepth
⭐
8
About official Pytorch implementation of "Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth Estimation
Ar1 Pytorch
⭐
8
AR1* with Latent Replay, implemented in PyTorch
Ocs
⭐
6
Online Coreset Selection for Rehearsal-based Continual Learning, ICLR 2022
Rodeo
⭐
6
Official implementation of "RODEO: Replay for Online Object Detection", BMVC 2020
Clutils
⭐
6
Continual Learning utilities
Related Searches
Python Pytorch (15,943)
Deep Learning Pytorch (7,533)
Jupyter Notebook Pytorch (4,892)
Machine Learning Pytorch (2,934)
Dataset Pytorch (1,848)
Pytorch Convolutional Neural Networks (1,777)
Pytorch Neural Network (1,631)
Pytorch Natural Language Processing (1,408)
Pytorch Computer Vision (1,230)
Pytorch Neural (1,217)
1-26 of 26 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.