domain-incremental-learning

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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.

deep-learning artificial-neural-networks replay incremental-learning variational-autoencoder generative-models lifelong-learning distillation continual-learning elastic-weight-consolidation replay-through-feedback icarl gradient-episodic-memory class-incremental-learning task-incremental-learning domain-incremental-learning

UpdatedNov 5, 2025
Jupyter Notebook

McDonnell-Research-Lab /RanPAC

Star57

RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper

continual-learning random-weights domain-incremental-learning

UpdatedFeb 15, 2025
Python

Wang-ML-Lab /unified-continual-learning

Star51

[NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm

domain-adaptation generalization continual-learning domain-incremental-learning

UpdatedJan 26, 2025
Python

Estrella-fugaz /CVPR25-DUCT

Star31

Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning （CVPR 2025）

incremental-learning continual-learning open-world-learning domain-incremental-learning

UpdatedJan 28, 2026
Python

laitifranz /Prompt2Guard

Star15

[ICPR 2024] Exemplar-free continual deepfake detector that leverages CLIP and domain-specific multi-modal prompts

pytorch clip continual-learning deepfake-detection prompt-learning domain-incremental-learning

UpdatedAug 1, 2024
Python

NeurAI-Lab /DUCA

Star6

Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning

dataset continual-learning brain-inspired-ai domain-incremental-learning

UpdatedOct 17, 2023
Python

LaurenzBeck /Cardinality-Incremental-Learning

Star2

🏷️ multi-label cardinality-incremental experiments of our CVWW 2026 submission.

experiments multi-label-classification incremental-learning continual-learning domain-incremental-learning cardinality-incremental-learning computer-vision-winter-workshop

UpdatedJan 21, 2026
Jupyter Notebook

sabaaslam6038 /CEL

Star1

CEL Continual Learning

artificial-neural-networks lstm-neural-networks continual-learning elastic-weight-consolidation measles disease-prediction fisher-information-matrix influenza-data static-learning domain-incremental-learning mpox disease-outbreak-prediction

UpdatedJan 21, 2024
Python

FabriDeCastelli /dark-experience-replay

Star0

Implementation of Dark Experience Replay with Reservoir Sampling from scratch, benchmarked on CIL, TIL and DIL.

pytorch mnist continual-learning dark-experience-replay class-incremental-learning task-incremental-learning domain-incremental-learning

UpdatedMar 9, 2025
Jupyter Notebook

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