[TMLR] A Comprehensive List of Works for Generative Modeling with Limited Data, Few Shots, and Zero Shot
☆34Jan 1, 2026Updated 3 months ago
Alternatives and similar repositories for awesome-generative-modeling-under-data-constraints
Users that are interested in awesome-generative-modeling-under-data-constraints are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS-2022] Annual Conference on Neural Information Processing Systems☆20Dec 21, 2023Updated 2 years ago
- [MICCAI 2023] Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection☆18Oct 12, 2023Updated 2 years ago
- Optimal mass transport for deformable registration and warping of 2D images☆13Aug 22, 2011Updated 14 years ago
- [ECCV 2022] FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs☆22Nov 16, 2022Updated 3 years ago
- [Medical Image Analysis] Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis☆32Feb 20, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ORES: Open-vocabulary Responsible Visual Synthesis☆14Dec 12, 2023Updated 2 years ago
- ☆23Sep 29, 2021Updated 4 years ago
- Generic library for neural collapse and several derivative works on the phenomenon.☆18Apr 14, 2025Updated last year
- Synthesis Models for Multi-Sequence MRIs☆44Aug 5, 2025Updated 8 months ago
- ☆11Jan 26, 2026Updated 2 months ago
- Ensemble Neural Representation Networks☆12Jan 5, 2022Updated 4 years ago
- Official PyTorch implementation of Diffusive Gibbs Sampler (DiGS), proposed in the paper Diffusive Gibbs Sampling (published at ICML 2024…☆11Aug 15, 2024Updated last year
- Image processing tool implement via matlab☆12Sep 21, 2025Updated 6 months ago
- ☆13Apr 22, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Image-to-image translation, knowledge transfer☆28Jan 15, 2021Updated 5 years ago
- TaGAT For Multi-modal Retinal Image Fusion☆36Jul 31, 2024Updated last year
- Official PyTorch implementation of the ICML 2023 paper "Adaptive IMLE for Few-shot Pretraining-free Generative Modelling "☆16Feb 13, 2025Updated last year
- Official Pytorch implementation of Chromatic Graph Transformers☆10Jun 14, 2023Updated 2 years ago
- 哈尔滨工业大学《计算机设计与实践》2017年夏季CPU实验代码☆12Jul 30, 2017Updated 8 years ago
- Lista de modelos y aplicaciones basadas en diffusion☆11May 4, 2023Updated 2 years ago
- This is a joint project between Helmholtz Imaging (located at DKFZ) and Lin Yang and Otmar Schmid (Helmholtz Munich).☆13Nov 6, 2024Updated last year
- ☆13Oct 14, 2020Updated 5 years ago
- [MIDL 2023] MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation☆16Jul 10, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Anomaly Detection Discriminative GAN (ADD-GAN)☆14Oct 9, 2017Updated 8 years ago
- ☆12Aug 1, 2024Updated last year
- LoFGAN: Fusing Local Representations for Few-shot Image Generation. (ICCV 2021)☆59Mar 30, 2024Updated 2 years ago
- EMIT: Enhancing MLLMs for Industrial Anomaly Detection via Difficulty-Aware GRPO☆23Jan 24, 2026Updated 2 months ago
- Multiform Ensemble Self-Supervised Learning for Few-Shot Remote Sensing Scene Classification☆13Mar 10, 2023Updated 3 years ago
- [AAAI 2024] DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification☆12Mar 10, 2025Updated last year
- ☆19Jan 9, 2023Updated 3 years ago
- 3D Cycle GAN☆18Oct 5, 2018Updated 7 years ago
- Spectral Mapping of Singing Voices: U-Net-Assisted Vocal Segmentation☆13Feb 18, 2026Updated last month
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official Implementation of the paper "DifFSS: Diffusion Model for Few-Shot Semantic Segmentation"☆14Jul 26, 2023Updated 2 years ago
- [NeurIPS2022] FreGAN: Exploiting Frequency Components for Training GANs under Limited Data☆58Oct 17, 2022Updated 3 years ago
- Python tools for solving data-constrained finite element problems☆14Nov 9, 2021Updated 4 years ago
- ☆17Mar 30, 2023Updated 3 years ago
- Simple study on ViT performance in medical image classification☆13May 28, 2023Updated 2 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆29Oct 17, 2018Updated 7 years ago
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆22Mar 6, 2025Updated last year