data-efficient-learning topic

SPEAR: Programmatically label and build training data quickly.

decile-team

[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

BIT-DA

Benchmark for Data-Efficient Image Classification

cvjena

[ICLR'22] [KDD'22] [IJCAI'24] Implementation of "Graph Condensation for Graph Neural Networks"

ChandlerBang

This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).

lizhaoliu-Lec

A Pytorch-based library to evaluate learning methods on small image classification datasets

lorenzobrigato

This is the official repo for Contrastive Vision-Language Alignment Makes Efficient Instruction Learner.

lizhaoliu-Lec

Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation

licongguan