data-efficient topic

TIP2022 Adaptive Boosting (AdaBoost) for Domain Adaptation ? :woman_shrugging: Why not ! :ok_woman:

layumi

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

mit-han-lab

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

mahmoodlab

Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)

google

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

MarvinLer

[NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang

VITA-Group

[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction

zjunlp

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

lizhaoliu-Lec

Collection of self-supervised models for speaker and language recognition tasks.

theolepage