Topic: continual-learning Goto Github
Some thing interesting about continual-learning
Some thing interesting about continual-learning
continual-learning,Must-read Papers on Large Language Model (LLM) Continual Learning
Organization: agi-edgerunners
continual-learning,An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning
Organization: aimagelab
continual-learning,Progressive Prompts: Continual Learning for Language Models
User: arazd
Home Page: https://arxiv.org/pdf/2301.12314.pdf
continual-learning,Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation
User: arthurdouillard
Home Page: https://arxiv.org/abs/2011.11390
continual-learning,Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022
User: arthurdouillard
Home Page: https://arxiv.org/abs/2111.11326
continual-learning,A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
User: arthurdouillard
continual-learning,Library for automatic retraining and continual learning
Organization: awslabs
Home Page: https://renate.readthedocs.io
continual-learning,Co^2L: Contrastive Continual Learning (ICCV2021)
User: chaht01
Home Page: https://arxiv.org/abs/2106.14413
continual-learning,FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
User: chaoyanghe
continual-learning,This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.
User: conditionwang
continual-learning,Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
Organization: continualai
Home Page: http://avalanche.continualai.org
continual-learning,Continual Learning tutorials and demo running on Google Colaboratory.
Organization: continualai
Home Page: https://colab.research.google.com
continual-learning,Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
Organization: continualai
Home Page: https://avalanche.continualai.org/
continual-learning,Continual Learning papers list, curated by ContinualAI
Organization: continualai
continual-learning,A clean and simple data loading library for Continual Learning
Organization: continvvm
Home Page: https://continuum.readthedocs.io
continual-learning,A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.
User: ennengyang
Home Page: https://arxiv.org/abs/2307.09218
continual-learning,Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
User: fajieyuan
continual-learning,A curated list of Continual Learning papers and BibTeX entries
User: feifeiobama
continual-learning,PyCIL: A Python Toolbox for Class-Incremental Learning
User: g-u-n
continual-learning,A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
User: gmvandeven
continual-learning,PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
User: gmvandeven
continual-learning,NEVIS'22: Benchmarking the next generation of never-ending learners
Organization: google-deepmind
Home Page: https://arxiv.org/abs/2211.11747
continual-learning,Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
Organization: google-research
Home Page: https://arxiv.org/pdf/2112.08654.pdf
continual-learning,Evaluate three types of task shifting with popular continual learning algorithms.
Organization: gt-ripl
continual-learning,EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
Organization: hyintell
continual-learning,PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
User: impression2805
continual-learning,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
Organization: ivclab
continual-learning,Lifelong Learning with Dynamically Expandable Networks, ICLR 2018
User: jaehong31
continual-learning,PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22
User: jh-lee-kr
continual-learning,[ICLR 2022] Towards Continual Knowledge Learning of Language Models
User: joeljang
continual-learning,(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
User: josephkj
Home Page: https://josephkj.in
continual-learning,(CVPR 2021 Oral) Open World Object Detection
User: josephkj
Home Page: https://josephkj.in
continual-learning,Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.
User: mattdl
Home Page: https://ieeexplore.ieee.org/abstract/document/9349197
continual-learning,Dataset for MetaSLAM Challenge
Organization: metaslam
continual-learning,Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
User: mmasana
Home Page: https://arxiv.org/pdf/2010.15277.pdf
continual-learning,NMA deep learning course
Organization: neuromatchacademy
Home Page: https://deeplearning.neuromatch.io/
continual-learning,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).
User: raptormai
continual-learning,Continual SLAM: Beyond Lifelong Simultaneous Localization and Mapping through Continual Learning. http://continual-slam.cs.uni-freiburg.de
Organization: robot-learning-freiburg
Home Page: http://continual-slam.cs.uni-freiburg.de/
continual-learning,đ PILOT: A Pre-trained Model-Based Continual Learning Toolbox
User: sun-hailong
continual-learning,SHIFT Dataset DevKit - CVPR2022
Organization: syscv
Home Page: https://www.vis.xyz/shift
continual-learning,Awesome Machine Unlearning (A Survey of Machine Unlearning)
User: tamlhp
Home Page: https://awesome-machine-unlearning.github.io/
continual-learning,An Extensible Continual Learning Framework Focused on Language Models (LMs)
Organization: uic-liu-lab
continual-learning,An Incremental Learning, Continual Learning, and Life-Long Learning Repository
Organization: vision-intelligence-and-robots-group
continual-learning,collection of diffusion model papers categorized by their subareas
User: wangkai930418
continual-learning,PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
User: yaoyao-liu
Home Page: https://class-il.mpi-inf.mpg.de
continual-learning,[CVPR2022] Representation Compensation Networks for Continual Semantic Segmentation
User: zhangchbin
continual-learning,The code repository for "Deep Class-Incremental Learning: A Survey" in PyTorch.
User: zhoudw-zdw
Home Page: http://arxiv.org/abs/2302.03648
continual-learning,The code repository for "Forward Compatible Few-Shot Class-Incremental Learning" (CVPR'22) in PyTorch.
User: zhoudw-zdw
Home Page: https://arxiv.org/abs/2203.06953
continual-learning,The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.
User: zhoudw-zdw
Home Page: http://arxiv.org/abs/2303.07338
continual-learning,PyContinual (An Easy and Extendible Framework for Continual Learning)
User: zixuanke
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