Effective Data Augmentation With Diffusion Models
☆272Jun 18, 2024Updated 2 years ago
Alternatives and similar repositories for da-fusion
Users that are interested in da-fusion are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Augmenting with Language-guided Image Augmentation (ALIA)☆78Oct 30, 2023Updated 3 years ago
- Official PyTorch implementation of DiffuseMix : Label-Preserving Data Augmentation with Diffusion Models (CVPR'2024)☆136Jan 13, 2026Updated 9 months ago
- Code for "Training on Thin Air: Improve Image Classification with Generated Data"☆49May 25, 2023Updated 3 years ago
- Is synthetic data from generative models ready for image recognition?☆187Feb 16, 2023Updated 3 years ago
- Create generated datasets and train robust classifiers☆36Sep 1, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official implementation of CVPR2024 paper "Enhance Image Classification via Inter-class Image Mixup with Diffusion Model""☆45Sep 13, 2024Updated 2 years ago
- DreamDA: Generative Data Augmentation with Diffusion Models (Official Implementation)☆28Oct 13, 2024Updated 2 years ago
- LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images☆31Nov 30, 2023Updated 2 years ago
- [NeurIPS 2023] Official implementation for our paper "Toward Understanding Generative Data Augmentation".☆28May 30, 2023Updated 3 years ago
- Repository for the paper 'Medical diffusion on a budget: textual inversion for medical image generation'☆13Dec 11, 2024Updated last year
- [CVPR 2025] PyTorch implementation of Diff-II☆31Aug 22, 2026Updated 2 months ago
- [NeurIPS 2024] The official repository of "Distribution-Aware Data Expansion with Diffusion Models".☆17Dec 15, 2025Updated 10 months ago
- DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning (GCPR 2024)☆11Sep 6, 2024Updated 2 years ago
- Multiform Ensemble Self-Supervised Learning for Few-Shot Remote Sensing Scene Classification☆13Mar 10, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [CVPR-2024] NAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation☆16Oct 19, 2024Updated 2 years ago
- Diffusion-based Data Augmentation for Nuclei Image Segmentation☆26Dec 5, 2024Updated last year
- Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation (NeurIPS2023)☆131Sep 8, 2024Updated 2 years ago
- [ICCV 2023] Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption☆67Dec 7, 2023Updated 2 years ago
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Feb 27, 2023Updated 3 years ago
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆71Apr 15, 2025Updated last year
- A PyTorch implementation of Mixup☆14Jun 2, 2018Updated 8 years ago
- Code for ICLR 2023 Harnessing Out-Of-Distribution Examples via Augmenting Content and Style☆13Jul 3, 2023Updated 3 years ago
- ☆22Mar 26, 2026Updated 7 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official PyTorch implementation for "Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels"☆96Jan 17, 2024Updated 2 years ago
- Code and Model For SAA☆12Sep 21, 2023Updated 3 years ago
- ☆10Dec 20, 2024Updated last year
- [ECCV 2022] "Adversarial Contrastive Learning via Asymmetric InfoNCE"☆24Dec 12, 2022Updated 3 years ago
- Code for the paper "Better Diffusion Models Further Improve Adversarial Training" (ICML 2023)☆144Jul 31, 2023Updated 3 years ago
- ☆13Oct 1, 2025Updated last year
- Code for ICCV2021 paper: Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images☆15Jan 24, 2023Updated 3 years ago
- DALL-E for Detection: Language-driven Compositional Image Synthesis for Object Detection☆21Oct 5, 2023Updated 3 years ago
- ☆14Jul 11, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆14Jun 13, 2025Updated last year
- [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"☆291Jan 14, 2024Updated 2 years ago
- ImageNet Testbed, associated with the paper "Measuring Robustness to Natural Distribution Shifts in Image Classification."☆119Aug 5, 2023Updated 3 years ago
- [CVPR 2024] Code release for "InstanceDiffusion: Instance-level Control for Image Generation"☆617Jun 17, 2025Updated last year
- [ECCV 2024] Official repository for "DataDream: Few-shot Guided Dataset Generation"☆50Jul 24, 2024Updated 2 years ago
- [ICML 2025] Official implementation of SPEC method for interpretable embedding comparison. paper: Towards an Explainable Comparison and A…☆18Oct 2, 2025Updated last year
- Official repository of "Back to Source: Diffusion-Driven Test-Time Adaptation"☆88Nov 27, 2023Updated 2 years ago