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19 search results found

Best Incremental Learning ⭐ 457

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

Pycontinual ⭐ 185

PyContinual (An Easy and Extendible Framework for Continual Learning)

Online Continual Learning ⭐ 133

A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

Awesome Forgetting In Deep Learning ⭐ 104

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.

Cil_survey ⭐ 98

The code repository for "Deep Class-Incremental Learning: A Survey" in PyTorch.

Cvpr22 Fact ⭐ 88

The code repository for "Forward Compatible Few-Shot Class-Incremental Learning" (CVPR22) in PyTorch.

Continuallm ⭐ 55

An Extensible Continual Learning Framework Focused on Language Models (LMs)

Revisitingcil ⭐ 53

The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.

Episodic Lifelong Learning ⭐ 49

Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch

Sigir2021_conure ⭐ 39

One Person, One Model, One World: Learning Continual User Representation without Forgetting

[EMNLP 2022] Continual Training of Language Models for Few-Shot Learning

Random Memory Adaptation ⭐ 25

Random memory adaptation model inspired by the paper: "Memory-based parameter adaptation (MbPA)"

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)

Universal_user_representation ⭐ 18

papers of universal user representation learning for recommendation

Iclr23 Memo ⭐ 14

The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch

Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks

Lifelongsentclass ⭐ 10

Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification

Continual Learning Malware ⭐ 10

This repository contains code and data of the paper **On the Limitations of Continual Learning for Malware Classification**, accepted to be published at the First Conference on Lifelong Learning Agents (CoLLAs).

Related Searches

Python Continual Learning (113)

Pytorch Continual Learning (39)

Python Catastrophic Forgetting (15)

Computer Vision Continual Learning (14)

Lifelong Learning Catastrophic Forgetting (9)

Paper Continual Learning (9)

Natural Language Processing Continual Learning (7)

Incremental Learning Catastrophic Forgetting (6)

Deep Learning Catastrophic Forgetting (6)

Pytorch Catastrophic Forgetting (6)

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