domain-incremental-learning

Here are 11 public repositories matching this topic...

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

Updated Nov 5, 2025
Jupyter Notebook

McDonnell-Research-Lab / RanPAC

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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

Updated Feb 15, 2025
Python

Wang-ML-Lab / unified-continual-learning

Star

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

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

Updated Jan 26, 2025
Python

Estrella-fugaz / CVPR25-DUCT

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

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

Updated Jan 28, 2026
Python

laitifranz / Prompt2Guard

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[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

Updated Aug 1, 2024
Python

NeurAI-Lab / DUCA

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

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

Updated Oct 17, 2023
Python

seohyeon-cha / FedProTIP

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[TMLR 2026] FedProTIP: Task-Agnostic Federated Continual Learning via Replay-Free Gradient Projection

federated-learning continual-learning class-incremental-learning domain-incremental-learning continual-federated-learning federated-continual-learning

Updated Jun 8, 2026
Python

LaurenzBeck / Cardinality-Incremental-Learning

Star

🏷️ 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

Updated Jan 21, 2026
Jupyter Notebook

sabaaslam6038 / CEL

Star

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

Updated Jan 21, 2024
Python

FabriDeCastelli / dark-experience-replay

Star

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

Updated Mar 9, 2025
Jupyter Notebook

Emmimal / continual-learning

Sponsor

Star

Production continual learning in PyTorch — three scenarios, five methods, complete benchmarks.

machine-learning deep-learning pytorch continual-learning catastrophic-forgetting class-incremental-learning task-incremental-learning domain-incremental-learning research-code ml-benchmark

Updated May 20, 2026
Python

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