Overview of visual novel category discovery (or novel class discovery, NCD) methods.
-
Updated
Jul 6, 2022
#
novel-class-discovery
Here are 14 public repositories matching this topic...
[DMKD 2024] A Practical Approach to Novel Class Discovery in Tabular Data
-
Updated
Aug 20, 2024 - Jupyter Notebook
Simple web interface designed to assist the user in solving the Machine Learning problem of Novel Class Discovery
-
Updated
Oct 28, 2024 - JavaScript
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
[ECML PKDD 2023] An Interactive Interface for Novel Class Discovery in Tabular Data
-
Updated
Aug 20, 2024 - JavaScript
Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery - ECCV 2024 paper
-
Updated
Oct 26, 2024 - Python
[ICKG 2022] A Method for Discovering Novel Classes in Tabular Data
-
Updated
Aug 20, 2024 - Python
Official code for NeurIPS 2024 paper "Happy: A Debiased Learning Framework for Continual Generalized Category Discovery"
-
Updated
Oct 15, 2024 - Python
[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
Official code for CVPR 2024 paper "Active Generalized Category Discovery"
-
Updated
Oct 17, 2024 - Python
"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
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
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
A list of papers that studies Novel Class Discovery
-
Updated
Sep 8, 2024
Improve this page
Add a description, image, and links to the novel-class-discovery topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the novel-class-discovery topic, visit your repo's landing page and select "manage topics."