5 results found Sort:

BIT-DA
RIPU BIT-DA
20
140
mit
7
[CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940
domain-adaptation semantic-segmantation data-efficient-learning source-free-domain-adaptation
Created 2022-03-13
13 commits to main branch, last one 8 months ago
ChandlerBang
GCond ChandlerBang
15
108
unknown
4
[ICLR'22] [KDD'22] [IJCAI'24] Implementation of "Graph Condensation for Graph Neural Networks"
dataset-distillation graph-neural-networks data-efficient-learning
Created 2021-10-15
35 commits to main branch, last one 3 days ago
decile-team
spear decile-team
20
103
mit
10
SPEAR: Programmatically label and build training data quickly.
deep-learning data-programming machine-learning weak-supervision labeling-functions unsupervised-learning data-efficient-learning semi-supervised-learning
Created 2020-12-28
271 commits to main branch, last one 3 months ago
licongguan
ILM-ASSL licongguan
3
32
unknown
4
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation
gtav pytorch synthia cityscapes deep-learning computer-vision mechine-learing domain-adaptation semantic-segmentation data-efficient-learning semi-supervised-learning source-free-domain-adaptation
Created 2023-02-13
12 commits to master branch, last one about a year ago
lizhaoliu-Lec
CPCM lizhaoliu-Lec
3
28
mit
3
This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).
point-cloud augmentation segmentation context-model 3d-segmentation sparse-annotations pytorch-implementation data-efficient-learning semi-supervised-learning consistency-regularization weakly-supervised-learning weakly-supervised-segmentation
Created 2023-07-16
40 commits to master branch, last one about a month ago