Topic: "data-efficient"
mahmoodlab/CLAM
Open source tools for computational pathology - Nature BME
Language: Python - Size: 45.8 MB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 1,317 - Forks: 419
mit-han-lab/data-efficient-gans
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
Language: Python - Size: 33.9 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 1,306 - Forks: 176
google/lecam-gan
Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)
Language: Jupyter Notebook - Size: 4.31 MB - Last synced at: 29 days ago - Pushed at: 12 months ago - Stars: 164 - Forks: 16
MarvinLer/tcga_segmentation
Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024
Language: Python - Size: 63.1 MB - Last synced at: 12 days ago - Pushed at: almost 4 years ago - Stars: 134 - Forks: 34
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
Language: Python - Size: 425 KB - Last synced at: 29 days ago - Pushed at: over 3 years ago - Stars: 84 - Forks: 9
layumi/AdaBoost_Seg
TIP2022 Adaptive Boosting (AdaBoost) for Domain Adaptation ? :woman_shrugging: Why not ! :ok_woman:
Language: Python - Size: 671 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 47 - Forks: 3
zjunlp/RAP
[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction
Language: Python - Size: 17.1 MB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 39 - Forks: 3
luo-junyu/Awesome-Data-Efficient-LLM
A list of data-efficient and data-centric LLM (Large Language Model) papers. Our Survey Paper: Towards Efficient LLM Post Training: A Data-centric Perspective
Size: 884 KB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 30 - Forks: 4
Linxyhaha/DEALRec
Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)
Language: Python - Size: 52.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 25 - Forks: 3
theolepage/ssl-for-slr
Collection of self-supervised models for speaker and language recognition tasks.
Language: Jupyter Notebook - Size: 4.67 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 2
VITA-Group/Data-Efficient-Scaling
[ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang
Language: Python - Size: 188 KB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 0
4m4n5/CLIP-Lite
Pytorch Implementation of CLIP-Lite | Accepted at AISTATS 2023
Language: Python - Size: 104 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 1
MichiganNLP/micromodels
Micromodels -- A framework for accurate, explainable, data efficient, and reusable NLP models.
Language: Python - Size: 24.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 4
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
Language: Python - Size: 308 KB - Last synced at: 29 days ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 0
GU-DataLab/misinformation-detection-DeMis
Resource for misinformation research on Twitter. Official resource of the paper "DeMis: Data-efficient Misinformation Detection using Reinforcement Learning", ECML-PKDD 2022
Language: Python - Size: 13.7 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1
divyakraman/ImPosterDiffusion2024
Codebase for the paper ImPoster: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models
Language: Python - Size: 16.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0
lizhaoliu-Lec/CG-VLM
This is the official repo for Contrastive Vision-Language Alignment Makes Efficient Instruction Learner.
Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0
parshakova/GAMS-for-Data-Efficient-Learning
Global Autoregressive Models (GAMs) for Data-Efficient Sequence Learning
Language: Jupyter Notebook - Size: 1000 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1
SahilC/knowledge-distill-fine-grained
Code for the Knowledge distillation work to enhance fine grained disease recognition.
Language: Python - Size: 23.4 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0
hubtru/ASCDomain
Data loader and solution method for the DCASE 2024 Challenge Task1
Language: Python - Size: 1.01 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
