"data-augmentation" Awesome Lists
awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
data-augmentation deep-learning graph-neural-networks machine-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning
1,406 stars
167 forks
76 projects
Last updated: 30 Apr 2025
Awesome-Knowledge-Distillation-of-LLMs
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
alignment compression data-augmentation data-synthesis feedback instruction-following kd knowledge-distillation large-language-model llm
1,122 stars
67 forks
347 projects
Last updated: 04 Aug 2025
Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models
1,006 stars
60 forks
438 projects
Last updated: 08 Sep 2025
Awesome-Few-Shot-Image-Generation
A curated list of papers, code and resources pertaining to few-shot image generation.
data-augmentation few-shot-generation few-shot-image-generation few-shot-learning
374 stars
46 forks
42 projects
Last updated: 28 Sep 2025
Awesome-Mixup
[Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)
awesome-list awesome-mixup computer-vision data-augmentation deep-learning graph image-classification mixup natural-language-processing self-supervised-learning
157 stars
11 forks
483 projects
Last updated: 13 Oct 2025
awesome-mixed-sample-data-augmentation
A collection of awesome things about mixed sample data augmentation
data-augmentation mixed-sample
132 stars
15 forks
61 projects
Last updated: 31 May 2025
awesome-foundation-models-on-graphs
A collection of graph foundation models including papers, codes, and datasets.
data-augmentation deep-learning few-shot-learning foundation-models graph-classification graph-foundation-model graph-neural-networks graph-representation-learning knowlege-graph link-prediction
115 stars
10 forks
242 projects
Last updated: 12 Oct 2025