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15 repositories

C3Box
Public
C3Box: A CLIP-based Class-Incremental Learning Toolbox
incremental-learning continual-learning
incremental-learning continual-learning
Python
•
MIT License
•3•133•1•0•Updated Mar 18, 2026Mar 18, 2026
.github
Public
0•0•0•0•Updated Mar 12, 2026Mar 12, 2026
PyCIL
Public
PyCIL: A Python Toolbox for Class-Incremental Learning
machine-learning deep-learning reproducible-research
machine-learning deep-learning reproducible-research open-world pytorch representation-learning incremental-learning lifelong-learning continual-learning open-environment-recognition
Python
•
Other
•160•1.1k•6•2•Updated Jan 29, 2026Jan 29, 2026
LAMDA-PILOT
Public
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
machine-learning deep-learning toolkit
machine-learning deep-learning toolkit reproducible-research pytorch incremental-learning lifelong-learning continual-learning pre-trained-models vision-transformer
Python
•
MIT License
•65•568•4•2•Updated Jan 29, 2026Jan 29, 2026
ICCV25-ENGINE
Public
External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)
incremental-learning continual-learning
incremental-learning continual-learning
Python
•8•55•0•0•Updated Nov 19, 2025Nov 19, 2025
ICCV2025-TUNA
Public
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning (ICCV 2025)
incremental-learning continual-learning class-incremental-learning
incremental-learning continual-learning class-incremental-learning
Python
•3•18•1•0•Updated Sep 23, 2025Sep 23, 2025
PROOF
Public
Learning without Forgetting for Vision-Language Models (TPAMI 2025)
incremental-learning continual-learning class-incremental-learning
incremental-learning continual-learning class-incremental-learning open-world-learning vision-language-model
Python
•4•60•1•0•Updated Jul 3, 2025Jul 3, 2025
CIL_Survey
Public
Class-Incremental Learning: A Survey (TPAMI 2024)
lifelong-learning continual-learning catastrophic-forgetting
lifelong-learning continual-learning catastrophic-forgetting class-incremental-learning
Python
•30•280•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
incremental-learning lifelong-learning continual-learning catastrophic-forgetting class-incremental-learning
Python
•20•151•0•0•Updated Aug 25, 2024Aug 25, 2024
Awesome-Few-Shot-Class-Incremental-Learning
Public
Awesome Few-Shot Class-Incremental Learning
28•250•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
catastrophic-forgetting few-shot-class-incremental-learning class-incremental-learning
Python
•6•38•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
lifelong-learning continual-learning catastrophic-forgetting few-shot-class-incremental-learning class-incremental-learning
Python
•24•139•0•1•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
lifelong-learning continual-learning catastrophic-forgetting class-incremental-learning
Python
•1•13•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
open-world open-set-recognition
Python
•8•98•0•0•Updated Jul 23, 2021Jul 23, 2021

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15 repositories

C3Box

.github

PyCIL

LAMDA-PILOT

ICCV25-ENGINE

ICCV2025-TUNA

PROOF

CIL_Survey

RevisitingCIL

Awesome-Few-Shot-Class-Incremental-Learning

TPAMI-Limit

CVPR22-Fact

MM21-Coil

Awesome-open-world-learning

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15 repositories