#

novel-class-discovery

Here are 14 public repositories matching this topic...

JosephKJ / Awesome-Novel-Class-Discovery

A list of papers that studies Novel Class Discovery

deep-learning awesome-list papers ncd class-discovery novel-class-discovery novel-categories

Updated Sep 8, 2024

OatmealLiu / class-iNCD

PyTorch implementation for the paper Class-incremental Novel Class Discovery (ECCV 2022)

clustering semi-supervised-learning incremental-learning self-supervised-learning novel-class-discovery open-world-semi-supervised-learning

Updated Sep 10, 2024
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

ColinTr / TabularNCD

[ICKG 2022] A Method for Discovering Novel Classes in Tabular Data

deep-learning clustering ncd class-discovery novel-class-discovery

Updated Aug 20, 2024
Python

PRIS-CV / On-the-fly-Category-Discovery

Code release for Your “On-the-fly Category Discovery (CVPR 2023)”

deep-learning open-world novel-class-discovery novel-categories novel-class novel-category-discovery

Updated Jul 15, 2023
Python

ColinTr / PracticalNCD

[DMKD 2024] A Practical Approach to Novel Class Discovery in Tabular Data

deep-learning clustering ncd class-discovery novel-class-discovery

Updated Aug 20, 2024
Jupyter Notebook

mashijie1028 / ActiveGCD

Official code for CVPR 2024 paper "Active Generalized Category Discovery"

machine-learning active-learning open-world-classification novel-class-discovery

Updated Oct 17, 2024
Python

zhangyifei01 / Novel-Category-Discovery

Overview of visual novel category discovery (or novel class discovery, NCD) methods.

novel-class-discovery novel-categories

Updated Jul 6, 2022

grypesc / CAMP

Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery - ECCV 2024 paper

continual-learning class-incremental-learning novel-class-discovery class-incremental

Updated Oct 26, 2024
Python

ColinTr / InteractiveClustering

[ECML PKDD 2023] An Interactive Interface for Novel Class Discovery in Tabular Data

deep-learning clustering ncd class-discovery novel-class-discovery

Updated Aug 20, 2024
JavaScript

mashijie1028 / Happy-CGCD

Official code for NeurIPS 2024 paper "Happy: A Debiased Learning Framework for Continual Generalized Category Discovery"

machine-learning continual-learning open-world-classification novel-class-discovery

Updated Oct 15, 2024
Python

Orange-OpenSource / Interactive-Clustering

Simple web interface designed to assist the user in solving the Machine Learning problem of Novel Class Discovery

deep-learning clustering ncd novel-class-discovery

Updated Oct 28, 2024
JavaScript

KevinDepedri / Novel-Class-Discovery

Testing AutoNovel and UNO novel-class-discovery techniques to assess their prerformances under different settings. Plot of tSNE to evaluate clustering capabilities for known and new classes

ssl deep-learning uno unsupervised-learning tsne tsne-plot self-supervised-learning tsne-visualization unbalanced-datasets novel-class-discovery novel-class auto-novel

Updated Jul 6, 2023
Jupyter Notebook

FanZhichen / NCD-IIC

[CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery

computer-vision kullback-leibler-divergence mutual-information novel-class-discovery novel-category-discovery

Updated Dec 31, 2023
Python

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