sutd-visual-computing-group / awesome-generative-modeling-under-data-constraintsLinks
A Comprehensive List of Works for Generative Modeling with Limited Data, Few Shots, and Zero Shot
☆32Updated last month
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
Sorting:
- Few-Shot Diffusion Models☆107Updated 2 years ago
- Official Repository of "Unpaired Image-to-Image Translation via Neural Schrödinger Bridge" (ICLR 2024)☆226Updated last year
- [ICCV 2023 Oral] Official Implementation of "Denoising Diffusion Autoencoders are Unified Self-supervised Learners"☆177Updated last year
- Code for the Paper "Improving Diffusion Model Efficiency Through Patching"☆114Updated last year
- Official implementation for "EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations" (NIPS 2022)☆233Updated 2 years ago
- Official repository of "Diffusion-based Image Translation using Disentangled Style and Content Representation" ( ICLR 2023 )☆294Updated 2 years ago
- Dual Diffusion Implicit Bridges for Image-to-Image Translation. ICLR 2023.☆402Updated 2 years ago
- classifier guidance rescale for class-conditional image generation☆44Updated 2 years ago
- [NeurIPS 2023] code for "DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models☆71Updated last year
- [ICCV 2023] Zero-shot image editing with stochastic diffusion models☆58Updated last year
- Using pre-trained Diffusion models as priors for inference tasks☆209Updated 2 years ago
- ☆95Updated 2 years ago
- ☆31Updated last year
- Official implementation for "An image is worth multiple words: discovering object level concepts using multi-concepts prompts learning" […☆16Updated last year
- Pytorch implementation of TDPM☆35Updated 2 years ago
- ☆40Updated 6 months ago
- PyTorch implementation of D2C: Diffuison-Decoding Models for Few-shot Conditional Generation.☆125Updated 3 years ago
- Official PyTorch code for "Out-of-distribution detection with denoising diffusion models"☆51Updated last year
- Implementation of various DDPM papers to understand how they work☆87Updated 5 months ago
- Unpaired Image-to-Image Translation with Shortest Path Regularization☆54Updated 2 years ago
- ☆98Updated last year
- Official PyTorch implementation of the NeurIPS 2022 paper "Improving Diffusion Models for Inverse Problems using Manifold Constraints (ht…☆249Updated 2 years ago
- [IJCV-2025] A curated list of awesome few-shot image generation papers☆81Updated 2 years ago
- CVPR 2022☆149Updated last year
- Anomaly detection with diffusion models☆134Updated 2 years ago
- Official repo for Discriminator Guidance.☆165Updated 6 months ago
- Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"☆64Updated last year
- PyTorch implementation for Conditional Image Generation with Score-Based Diffusion Models☆78Updated last year
- ☆324Updated 2 years ago
- ☆43Updated 2 years ago