Alternatives and similar repositories for zigma

Users that are interested in zigma are comparing it to the libraries listed below

• tyshiwo1 / DiM-DiffusionMamba
  The official implementation of DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
  ☆214Updated last year
• FoundationVision / vaex
  🔥stable, simple, state-of-the-art VQVAE toolkit & cookbook
  ☆100Updated last year
• YuchuanTian / U-DiT
  [NeurIPS 2024] The official code of "U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers"
  ☆220Updated last year
• feizc / DiS
  Scalable Diffusion Models with State Space Backbone
  ☆156Updated last year
• sail-sg / MDT
  Masked Diffusion Transformer is the SOTA for image synthesis. (ICCV 2023)
  ☆579Updated last year
• feizc / Dimba
  Transformer-Mamba Diffusion Models
  ☆116Updated last year
• NVlabs / DiffiT
  [ECCV 2024] Official Repository for DiffiT: Diffusion Vision Transformers for Image Generation
  ☆501Updated 11 months ago
• lxa9867 / ImageFolder
  High-performance Image Tokenizers for VAR and AR
  ☆291Updated 5 months ago
• Zhendong-Wang / Patch-Diffusion
  ☆97Updated last year
• thu-ml / DiffusionBridge
  Official codebase for "Diffusion Bridge Implicit Models" (ICLR 2025) and "Consistency Diffusion Bridge Models" (NeurIPS 2024)
  ☆93Updated last month
• FutureXiang / ddae
  [ICCV 2023 Oral] Official Implementation of "Denoising Diffusion Autoencoders are Unified Self-supervised Learners"
  ☆181Updated last year
• Hhhhhhao / continuous_tokenizer
  ☆272Updated 4 months ago
• hutaiHang / Faster-Diffusion
  [NeurIPS 2024] Official implementation of "Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models"
  ☆345Updated 7 months ago
• daixiangzi / VAR-CLIP
  Implements VAR+CLIP for text-to-image (T2I) generation
  ☆146Updated 9 months ago
• lxa9867 / ControlVAR
  This is the official implementation for ControlVAR.
  ☆122Updated 10 months ago
• OliverRensu / xAR
  This repository includes the official implementation of our paper "Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generat…
  ☆237Updated last week
• zhuyu-cs / MeanFlow
  Pytorch implementation of MeanFlow on ImageNet and CIFAR10
  ☆307Updated 2 months ago
• whlzy / FiT
  [ICML 2024 Spotlight] FiT: Flexible Vision Transformer for Diffusion Model
  ☆422Updated 11 months ago
• MiracleDance / CAR
  CAR: Controllable AutoRegressive Modeling for Visual Generation
  ☆124Updated 10 months ago
• Anima-Lab / MaskDiT
  Code for Fast Training of Diffusion Models with Masked Transformers
  ☆417Updated last year
• CompVis / discrete-interpolants
  The official implementation of "[MASK] is All You Need"
  ☆125Updated 3 months ago
• hustvl / ControlAR
  [ICLR 2025] ControlAR: Controllable Image Generation with Autoregressive Models
  ☆301Updated 6 months ago
• Martinser / REG
  [NeurIPS 2025 Oral] Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think
  ☆166Updated 2 weeks ago
• alexzhou907 / DDBM
  ☆235Updated last year
• EternalEvan / FlowIE
  This repository contains the official implementation of "FlowIE: Efficient Image Enhancement via Rectified Flow"
  ☆131Updated 9 months ago
• mlvlab / DAVI
  Official Implementation (Pytorch) of "DAVI: Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems", ECCV 2024 …
  ☆72Updated last year
• sled-group / CycleNet
  [NeurIPS 2023] Official Code for CycleNet: Rethinking Cycle Consistent in Text‑Guided Diffusion for Image Manipulation
  ☆94Updated last year
• dongzhuoyao / Diffusion-Representation-Learning-Survey-Taxonomy
  ☆98Updated last year
• hustvl / DiG
  [CVPR 2025] DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention
  ☆173Updated 7 months ago
• wang-chaoyang / SemFlow
  [NeurIPS 2024] SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
  ☆35Updated 10 months ago