5 results found Sort:

OatmealLiu
class-iNCD OatmealLiu
10
101
unknown
4
PyTorch implementation for the paper Class-incremental Novel Class Discovery (ECCV 2022)
clustering incremental-learning novel-class-discovery self-supervised-learning semi-supervised-learning open-world-semi-supervised-learning
Created 2022-07-10
27 commits to main branch, last one 2 months ago
RabbitBoss
Awesome-Realistic-Semi-Supervised-Learning RabbitBoss
11
100
unknown
2
An awesome paper list of Semi-Supervised Learning under realistic settings.
deep-learning open-world-learning long-tailed-learning open-set-classification semi-supervised-learning open-world-semi-supervised-learning
Created 2023-03-02
53 commits to main branch, last one 2 days ago
CVMI-Lab
SimGCD CVMI-Lab
14
94
mit
2
(ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study
novel-category-discovery open-world-classification open-world-semi-supervised-learning
Created 2022-11-19
9 commits to main branch, last one about a year ago
nayeemrizve
TRSSL nayeemrizve
3
38
mit
1
"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)
pytorch clustering open-world uncertainty deep-learning sinkhorn-knopp pseudo-labeling machine-learning optimal-transport open-world-learning novel-class-discovery semi-supervised-learning open-world-semi-supervised-learning
Created 2022-07-20
8 commits to main branch, last one about a year ago
nayeemrizve
OpenLDN nayeemrizve
4
32
mit
2
"OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (ECCV 2022)
clustering open-world novel-class deep-learning pseudo-labeling machine-learning bi-level-optimization semi-supervised-learning open-world-classification open-world-semi-supervised-learning
Created 2022-07-20
8 commits to main branch, last one about a year ago