LAMDA-CL

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12 repositories

LAMDA-PILOT
Public
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
machine-learning deep-learning toolkit reproducible-research pytorch incremental-learning lifelong-learning continual-learning pre-trained-models vision-transformer
Python
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MIT License
•48•454•2•1•Updated Apr 19, 2025Apr 19, 2025
PyCIL
Public
PyCIL: A Python Toolbox for Class-Incremental Learning
machine-learning deep-learning reproducible-research open-world pytorch representation-learning incremental-learning lifelong-learning continual-learning open-environment-recognition
Python
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Other
•144•945•6•2•Updated Apr 19, 2025Apr 19, 2025
.github
Public
0•0•0•0•Updated Apr 18, 2025Apr 18, 2025
PROOF
Public
Learning without Forgetting for Vision-Language Models (TPAMI 2025)
incremental-learning continual-learning class-incremental-learning open-world-learning vision-language-model
Python
•3•39•1•0•Updated Feb 21, 2025Feb 21, 2025
CIL_Survey
Public
Class-Incremental Learning: A Survey (TPAMI 2024)
lifelong-learning continual-learning catastrophic-forgetting class-incremental-learning
Python
•30•257•0•1•Updated Nov 7, 2024Nov 7, 2024
RevisitingCIL
Public
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)
incremental-learning lifelong-learning continual-learning catastrophic-forgetting class-incremental-learning
Python
•22•145•0•0•Updated Aug 25, 2024Aug 25, 2024
Awesome-Few-Shot-Class-Incremental-Learning
Public
Awesome Few-Shot Class-Incremental Learning
28•239•0•1•Updated Jan 14, 2024Jan 14, 2024
TPAMI-Limit
Public
The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023)
catastrophic-forgetting few-shot-class-incremental-learning class-incremental-learning
Python
•6•36•0•0•Updated Nov 15, 2023Nov 15, 2023
CVPR22-Fact
Public
Forward Compatible Few-Shot Class-Incremental Learning (CVPR'22)
lifelong-learning continual-learning catastrophic-forgetting few-shot-class-incremental-learning class-incremental-learning
Python
•23•131•0•0•Updated Oct 31, 2023Oct 31, 2023
MM21-Coil
Public
The code repository for "Co-Transport for Class-Incremental Learning" (ACM MM'21) in PyTorch.
lifelong-learning continual-learning catastrophic-forgetting class-incremental-learning
Python
•1•12•0•0•Updated Dec 24, 2021Dec 24, 2021
Awesome-open-world-learning
Public
Awesome-open-world-learning
2•26•0•0•Updated Oct 19, 2021Oct 19, 2021
CVPR21-Proser
Public
Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)
open-world open-set-recognition
Python
•9•89•0•0•Updated Jul 23, 2021Jul 23, 2021