conditional-generation 开源项目推荐（60 个）

Hzfinfdu /Diffusion-BERT

ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

lxa9867 /ImageFolder

High-performance Image Tokenizers for VAR and AR

haofanwang /awesome-conditional-content-generation

用于条件内容生成的更新数据资源，包括人体运动生成、图像或视频生成及编辑。

anton-jeran /FAST-RIR

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

lxa9867 /ControlVAR

This is the official implementation for ControlVAR.

georgosgeorgos /few-shot-diffusion-models

Few-Shot Diffusion Models

Zilize /awesome-text-to-motion

Text-driven human motion generation surveys, datasets and models.

AI4HealthUOL /SSSD-ECG

Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'

XJTU-XGU /OTCS

Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"

aminK8 /KnobGen

CVPR 2025 Workshop on CVEU.

qizekun /VPP

[NeurIPS 2023] VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation

uni-medical /retina-text2cfp

[MICCAI 2025] Official implementation of RetinaLogos, a caption-guided framework for high-resolution retinal image synthesis. Enables fine-grained control over retinal anatomy, disease stages, and pathological features using a 1.4M-scale captioned fundus dataset.

sian-chen /PyTorch-ECGAN

The code for the NeurIPS 2021 paper "A Unified View of cGANs with and without Classifiers".

ivanvovk /controllable-face-generation

Controllable Face Generation via pretrained Conditional Adversarial Latent Autoencoder (ALAE)

mlvlab /SCDM

Official PyTorch implementation of "Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis" (ICML 2024).

deepmancer /diffusion-gan-vae-pytorch

A PyTorch implementation of various deep generative models, including Diffusion (DDPM), GAN, cGAN, and VAE.

yuxuan-hou-x /CktGen

Code of "CktGen: Automated Analog Circuit Design with Generative Artificial Intelligence"

mims-harvard /CLEF

CLEF: Controllable Sequence Editing for Biological and Clinical Trajectories

Buddhi19 /SyntheticGen

[IGARSS ORAL 2026] Official implementation of SyntheticGen: “Mitigating Long-Tail Bias via Prompt-Controlled Diffusion Augmentation” — controllable synthetic data generation for long-tailed remote-sensing semantic segmentation with class-ratio and domain control.

chen-hao-chao /dlsm

[ICLR 2022] Denoising Likelihood Score Matching for Conditional Score-based Data Generation