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
☆33Updated 5 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
Sorting:
- Few-Shot Diffusion Models☆111Updated 2 years ago
- [ICCV 2023 Oral] Official Implementation of "Denoising Diffusion Autoencoders are Unified Self-supervised Learners"☆183Updated 3 weeks ago
- Official Repository of "Unpaired Image-to-Image Translation via Neural Schrödinger Bridge" (ICLR 2024)☆255Updated last year
- Official implementation for "EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations" (NIPS 2022)☆233Updated 2 years ago
- Dual Diffusion Implicit Bridges for Image-to-Image Translation. ICLR 2023.☆407Updated 2 years ago
- Official repository of "Diffusion-based Image Translation using Disentangled Style and Content Representation" ( ICLR 2023 )☆300Updated 2 years ago
- Using pre-trained Diffusion models as priors for inference tasks☆207Updated 2 years ago
- ☆45Updated 2 years ago
- [ICCV 2023] Zero-shot image editing with stochastic diffusion models☆59Updated 2 years ago
- ☆33Updated last year
- Unpaired Image-to-Image Translation with Shortest Path Regularization☆58Updated 2 years ago
- ☆95Updated 2 years ago
- Pytorch implementation of TDPM☆36Updated 2 years ago
- PyTorch implementation of D2C: Diffuison-Decoding Models for Few-shot Conditional Generation.☆127Updated 3 years ago
- Anomaly detection with diffusion models☆137Updated 2 years ago
- classifier guidance rescale for class-conditional image generation☆45Updated 3 years ago
- Code for the Paper "Improving Diffusion Model Efficiency Through Patching"☆114Updated last year
- ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models (ICCV 2021 Oral)☆459Updated 3 years ago
- Implementation of various DDPM papers to understand how they work☆87Updated 9 months ago
- Official repo for Discriminator Guidance.☆168Updated 10 months ago
- Official Implementation of Semantic Image Synthesis via Diffusion Models☆258Updated 3 years ago
- [NeurIPS2022] FreGAN: Exploiting Frequency Components for Training GANs under Limited Data☆57Updated 3 years ago
- Official PyTorch implementation of the NeurIPS 2022 paper "Improving Diffusion Models for Inverse Problems using Manifold Constraints (ht…☆260Updated 3 years ago
- ☆354Updated 2 years ago
- BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models☆398Updated last year
- PyTorch implementation for Conditional Image Generation with Score-Based Diffusion Models☆79Updated last year
- Minimal multi-gpu implementation of Diffusion Models with Classifier-Free Guidance (CFG)☆62Updated 2 years ago
- ☆44Updated 2 months ago
- [IJCV-2025] A curated list of awesome few-shot image generation papers☆86Updated 2 years ago
- CVPR 2022☆152Updated last year