Code for "Diffusion Model Alignment Using Direct Preference Optimization"
☆704Jun 2, 2026Updated last month
Alternatives and similar repositories for DiffusionDPO
Users that are interested in DiffusionDPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation of Diffusion-KTO: Aligning Diffusion Models by Optimizing Human Utility☆69Aug 16, 2025Updated 11 months ago
- [NeurIPS 2025] An official implementation of Flow-GRPO: Training Flow Matching Models via Online RL☆2,420May 7, 2026Updated 2 months ago
- DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support☆768Mar 22, 2024Updated 2 years ago
- [AAAI 2026] VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation☆421Mar 26, 2025Updated last year
- AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more samp…☆324Nov 1, 2024Updated last year
- 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.
- [CVPR 2024] Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"☆244Apr 6, 2024Updated 2 years ago
- [NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation☆1,694Oct 29, 2025Updated 8 months ago
- [NeurIPS 2025] Improving Video Generation with Human Feedback☆483Sep 24, 2025Updated 9 months ago
- Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis☆677May 24, 2024Updated 2 years ago
- [CVPR 2025] Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization☆271Apr 7, 2025Updated last year
- An official implementation of DanceGRPO: Unleashing GRPO on Visual Generation☆1,635Oct 16, 2025Updated 9 months ago
- Code for the paper "Training Diffusion Models with Reinforcement Learning"☆573Jul 5, 2023Updated 3 years ago
- Official Implementation of VideoDPO☆169Jun 1, 2025Updated last year
- [ACM Computing Surveys] The collection of awesome papers on alignment of diffusion models.☆431Feb 6, 2026Updated 5 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆600Dec 21, 2024Updated last year
- Source code for "A Dense Reward View on Aligning Text-to-Image Diffusion with Preference" (ICML'24).☆39May 9, 2024Updated 2 years ago
- Official implementation of UnifiedReward & [NeurIPS 2025] UnifiedReward-Think & UnifiedReward-Flex☆796Jun 18, 2026Updated last month
- [ICLR 2026 Oral] DiffusionNFT: Online Diffusion Reinforcement with Forward Process☆974Feb 10, 2026Updated 5 months ago
- RichHF-18K dataset contains rich human feedback labels we collected for our CVPR'24 paper: https://arxiv.org/pdf/2312.10240, along with t…☆157Jun 25, 2024Updated 2 years ago
- Official codebase for Margin-aware Preference Optimization for Aligning Diffusion Models without Reference (MaPO).☆83Jun 11, 2024Updated 2 years ago
- Video Diffusion Alignment via Reward Gradients. We improve a variety of video diffusion models such as VideoCrafter, OpenSora, ModelScope…☆315Mar 12, 2025Updated last year
- (NeurIPS 2024 Oral 🔥) Improved Distribution Matching Distillation for Fast Image Synthesis☆1,402Mar 5, 2025Updated last year
- official repo for "VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation" [EMNLP2024]☆121Dec 4, 2025Updated 7 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- CLIP+MLP Aesthetic Score Predictor☆1,323Jul 1, 2024Updated 2 years ago
- Official implementation of HPSv3: Towards Wide-Spectrum Human Preference Score (ICCV2025)☆325Dec 5, 2025Updated 7 months ago
- PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis☆3,299Oct 31, 2024Updated last year
- [CVPR 2025] The First Investigation of CoT Reasoning (RL, TTS, Reflection) in Image Generation☆865Mar 19, 2026Updated 4 months ago
- GenEval: An object-focused framework for evaluating text-to-image alignment☆470Mar 3, 2025Updated last year
- [CVPR2024 Highlight] VBench - We Evaluate Video Generation☆1,700Mar 23, 2026Updated 3 months ago
- [ICLR 2026] EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling☆253Mar 20, 2026Updated 4 months ago
- Official Implementation of Rectified Flow (ICLR2023 Spotlight)☆1,630Jul 20, 2024Updated 2 years ago
- Official implementation of Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning☆274Feb 10, 2026Updated 5 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"☆1,187Dec 22, 2025Updated 6 months ago
- [ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think☆1,679Mar 16, 2025Updated last year
- Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation☆1,959Aug 15, 2024Updated last year
- Edit-R1: Reinforce Image Editing with Diffusion Negative-Aware Finetuning and MLLM Implicit Feedback☆294Jan 24, 2026Updated 5 months ago
- [CVPR 2024] InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization☆80Jun 7, 2024Updated 2 years ago
- [ICCV 2025 Highlight] OminiControl: Minimal and Universal Control for Diffusion Transformer☆1,925Jul 2, 2026Updated 2 weeks ago
- Lumina-T2X is a unified framework for Text to Any Modality Generation☆2,247Feb 16, 2025Updated last year