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open-world-learning

Here are 4 public repositories matching this topic...

LAMDA-CL / PROOF

Learning without Forgetting for Vision-Language Models (TPAMI 2025)

incremental-learning continual-learning class-incremental-learning open-world-learning vision-language-model

Updated Jul 3, 2025
Python

nayeemrizve / TRSSL

"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)

machine-learning deep-learning clustering open-world pytorch uncertainty semi-supervised-learning optimal-transport pseudo-labeling sinkhorn-knopp novel-class-discovery open-world-learning open-world-semi-supervised-learning

Updated Mar 14, 2023
Python

Estrella-fugaz / CVPR25-DUCT

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

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

Updated Jun 2, 2025
Python

yousuf907 / NC-OOD

Source Code for Our ICML-2025 Paper "Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning"

transfer-learning representation-learning robustness continual-learning ood-detection ood-generalization open-world-learning neural-collapse forward-transfer

Updated Jul 22, 2025
Python

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