Projects in Awesome Lists tagged with data-efficient
A curated list of projects in awesome lists tagged with data-efficient .
https://github.com/mit-han-lab/data-efficient-gans
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
data-efficient gans generative-adversarial-network image-generation neurips-2020 pytorch tensorflow
Last synced: 15 May 2025
https://github.com/mahmoodlab/clam
Open source tools for computational pathology - Nature BME
bioimage-informatics camelyon16 camelyon17 clam computational-pathology data-efficient deep-learning digital-pathology histopathology mahmoodlab pathology quantitative-pathology tcga-data weakly-supervised-learning whole-slide-imaging
Last synced: 14 May 2025
https://github.com/mahmoodlab/CLAM
Open source tools for computational pathology - Nature BME
bioimage-informatics camelyon16 camelyon17 clam computational-pathology data-efficient deep-learning digital-pathology histopathology mahmoodlab pathology quantitative-pathology tcga-data weakly-supervised-learning whole-slide-imaging
Last synced: 06 May 2025
https://github.com/MarvinLer/tcga_segmentation
Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024
computational-pathology data-efficient histopathology image-segmentation medical-imaging miccai multiple-instance-learning pathology segmentation slide-image-segmentation tcga tcga-data tumor-segmentation weakly-supervised-learning whole-slide-imaging wsi
Last synced: 06 May 2025
https://github.com/vita-group/ultra-data-efficient-gan-training
[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
augmentation data-efficient data-efficient-gan-training gan generative-adversarial-network lottery-ticket-hypothesis
Last synced: 19 Apr 2025
https://github.com/layumi/adaboost_seg
TIP2022 Adaptive Boosting (AdaBoost) for Domain Adaptation ? :woman_shrugging: Why not ! :ok_woman:
adaboost adapative cityscapes data-efficient data-sampling domain-adaptation domainadaptation gta5 tip
Last synced: 12 Apr 2025
https://github.com/zjunlp/rap
[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction
data-efficient event-extraction few-shot ie information-extraction kbp kg knowledge-base-population knowledge-graph knowledge-informed-prompt-learning low-resource low-resource-nlp nyt prompt relation-extraction relational-triple-extraction retrieval sigir2023 triple-extraction webnlg
Last synced: 13 Jun 2025
https://github.com/theolepage/ssl-for-slr
Collection of self-supervised models for speaker and language recognition tasks.
data-efficient deep-learning language-recognition self-supervised-learning speaker-recognition tensorflow
Last synced: 21 Jul 2025
https://github.com/vita-group/data-efficient-scaling
[ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang
data-efficient large-language-models model-reusing scaling-laws
Last synced: 13 Oct 2025
https://github.com/vita-group/double-win-lth
[ICML 2022] "Data-Efficient Double-Win Lottery Tickets from Robust Pre-training" by Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang
adversarial-robustness data-efficient generalization lottery-ticket-hypothesis pretraining robust-pretraining sparsity transfer-learning
Last synced: 19 Apr 2025
https://github.com/parshakova/gams-for-data-efficient-learning
Global Autoregressive Models (GAMs) for Data-Efficient Sequence Learning
autoregressive-neural-networks data-efficient energy-based-model global-features pytorch
Last synced: 11 Mar 2025
