Projects in Awesome Lists tagged with class-incremental-learning
A curated list of projects in awesome lists tagged with class-incremental-learning .
https://github.com/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.
artificial-neural-networks class-incremental-learning continual-learning deep-learning distillation domain-incremental-learning elastic-weight-consolidation generative-models gradient-episodic-memory icarl incremental-learning lifelong-learning replay replay-through-feedback task-incremental-learning variational-autoencoder
Last synced: 01 May 2025
https://github.com/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.
artificial-neural-networks class-incremental-learning continual-learning deep-learning distillation domain-incremental-learning elastic-weight-consolidation generative-models gradient-episodic-memory icarl incremental-learning lifelong-learning replay replay-through-feedback task-incremental-learning variational-autoencoder
Last synced: 14 May 2025
https://github.com/yaoyao-liu/class-incremental-learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
class-incremental-learning continual-learning
Last synced: 12 Jun 2025
https://github.com/RaptorMai/online-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).
catastrophic-forgetting class-incremental-learning computer-vision continual-learning convolutional-neural-networks deep-learning incremental-continual-learning incremental-learning lifelong-learning online-continual-learning
Last synced: 08 May 2025
https://github.com/LAMDA-CL/CVPR22-Fact
Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
catastrophic-forgetting class-incremental-learning continual-learning few-shot-class-incremental-learning lifelong-learning
Last synced: 08 May 2025
https://github.com/yaoyao-liu/cl-detr
PyTorch implementation of "Continual Detection Transformer for Incremental Object Detection" (CVPR 2023)
class-incremental-learning continual-learning detr incremental-object-detection object-detection
Last synced: 12 Jun 2025
https://github.com/gmvandeven/class-incremental-learning
PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).
ar1 brain-inspired-replay class-incremental-learning continual-learning cwr cwr-plus elastic-weight-consolidation generative-classification generative-classifier generative-replay labels-trick slda synaptic-intelligence variational-autoencoder
Last synced: 03 Jul 2025
https://github.com/GMvandeVen/class-incremental-learning
PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).
ar1 brain-inspired-replay class-incremental-learning continual-learning cwr cwr-plus elastic-weight-consolidation generative-classification generative-classifier generative-replay labels-trick slda synaptic-intelligence variational-autoencoder
Last synced: 08 May 2025
https://github.com/grypesc/seed
ICLR2024 paper on Continual Learning
class-incremental class-incremental-learning computer-vision continual-learning facil machine-learning
Last synced: 09 Jul 2025
https://github.com/linhaowei1/tpl
✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction
class-incremental-learning continual-learning likelihood-ratio-test ood-detection
Last synced: 12 Oct 2025
https://github.com/feyzaakyurek/subspace-reg
Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification
class-incremental-learning computer-vision continual-learning few-shot-learning image-classification incremental-learning machine-learning subspace-learning
Last synced: 18 Apr 2025
https://github.com/Na-Z/SDCoT
[AAAI 2022 Oral] Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection
3d 3d-object-detection class-incremental-learning point-cloud pytorch
Last synced: 20 Mar 2025
https://github.com/ashok-arjun/cscct
Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"
class-incremental-learning computer-vision continual-learning deep-learning eccv eccv2022 incremental-learning pytorch
Last synced: 28 Jul 2025
https://github.com/grypesc/adagauss
2024 Neurips paper on Continual Learning and Class Incremental Learning
catastrophic-forgetting class-incremental class-incremental-learning continual-learning facil lifelong-learning lifelong-machine-learning machine-learning machinelearning
Last synced: 25 Apr 2025
https://github.com/vita-group/cil-qud
[TMLR 22] "Queried Unlabeled Data Improves and Robustifies Class- Incremental Learning" by Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Animi, Zhangyang Wang
adversarial-robustness class-incremental-learning continue-learning generalization lifelong-learning unlabeled-data
Last synced: 19 Mar 2026
https://github.com/euyis1019/Decoupling-Continual-Semantic-Segmentation
Official implementation of "Decoupling Continual Semantic Segmentation". Novel framework separating class-aware detection from class-agnostic segmentation for effective continual learning.
class-incremental-learning continual-learning continual-semantic-segmentation incremental-learning semantic-segmentation
Last synced: 15 Aug 2025
https://github.com/kabir5296/csta-customimplementation
Unofficial Implementation of IEEE TCSVT 2025 Submission Paper on Video Continual Learning "CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning"
class-incremental-learning continual-learning csta
Last synced: 08 Apr 2025
