[ACM Computing Surveys] The collection of awesome papers on alignment of diffusion models.
☆430Feb 6, 2026Updated 9 months ago
Alternatives and similar repositories for awesome-alignment-of-diffusion-models
Users that are interested in awesome-alignment-of-diffusion-models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR2025] IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis☆39Feb 17, 2025Updated last year
- [TPAMI] The official implementation of our paper "Improved and Accelerated Text-to-Image Generation with Collect, Reflect, and Refine".☆30Mar 8, 2026Updated 7 months ago
- [ICLR2026] The official code of "Weak-to-Strong Diffusion with Reflection".☆59Jan 28, 2026Updated 9 months ago
- A survey for visual generation alignment☆148Nov 9, 2025Updated 11 months ago
- Code for "Diffusion Model Alignment Using Direct Preference Optimization"☆716Jun 2, 2026Updated 5 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [ICLR2025] The code of Z-Sampling, proposed in our paper "Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflectio…☆104May 20, 2026Updated 5 months ago
- Official implementation of HPSv3: Towards Wide-Spectrum Human Preference Score (ICCV2025)☆369Dec 5, 2025Updated 11 months ago
- [NeurIPS 2025] Improving Video Generation with Human Feedback☆522Sep 24, 2025Updated last year
- [CVPR 2025] Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization☆271Apr 7, 2025Updated last year
- Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer☆16Nov 21, 2024Updated last year
- [AAAI 2026] VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation☆426Mar 26, 2025Updated last year
- [NeurIPS 2025] An official implementation of Flow-GRPO: Training Flow Matching Models via Online RL☆2,573May 7, 2026Updated 6 months ago
- [ICLR 2026 Oral] DiffusionNFT: Online Diffusion Reinforcement with Forward Process☆1,121Feb 10, 2026Updated 8 months ago
- Inference-Time Alignment in Protein Diffusion Models☆59Jan 7, 2026Updated 10 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.
- [ICLR 2025, AAAI 2026] official implementation of "Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generati…☆40Jan 26, 2026Updated 9 months ago
- [IEEE TPAMI] Code for the paper "Aligning Few-Step Diffusion Models with Dense Reward Difference Learning"☆22Feb 25, 2026Updated 8 months ago
- Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis☆680May 24, 2024Updated 2 years ago
- [CVPR 2024] Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"☆244Apr 6, 2024Updated 2 years ago
- ☆46May 9, 2025Updated last year
- Official Implementation of VideoDPO☆170Jun 1, 2025Updated last year
- Official implementation of UnifiedReward & [NeurIPS 2025] UnifiedReward-Think & UnifiedReward-Flex☆825Jun 18, 2026Updated 4 months ago
- An official implementation of DanceGRPO: Unleashing GRPO on Visual Generation☆1,658Oct 16, 2025Updated last year
- The official implementation of Diffusion-KTO: Aligning Diffusion Models by Optimizing Human Utility☆67Aug 16, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICCV2025] The code of our work "Golden Noise for Diffusion Models: A Learning Framework".☆199Mar 17, 2026Updated 7 months ago
- A unified framework for easy fine-tuning in Flow-Matching models☆747Updated this week
- [CVPR 2025] The First Investigation of CoT Reasoning (RL, TTS, Reflection) in Image Generation☆864Mar 19, 2026Updated 7 months ago
- AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more samp…☆330Nov 1, 2024Updated 2 years ago
- [NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation☆1,711Oct 29, 2025Updated last year
- Official implementation for Diffusion Alignment as Sampling (DAS), ICLR'25, Spotlight☆69Feb 12, 2025Updated last year
- [ICML 2026] The official code for our work "LIVEditor-14B: Lightning Unified Video Editor via In-Context Sparse Attention".☆40May 15, 2026Updated 5 months ago
- DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support☆775Mar 22, 2024Updated 2 years ago
- Inference-time scaling of diffusion-based image and video generation models.☆175Dec 17, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- collection of diffusion model papers categorized by their subareas☆2,222Mar 16, 2026Updated 7 months ago
- Code for the paper "Training Diffusion Models with Reinforcement Learning"☆579Jul 5, 2023Updated 3 years ago
- ☆74Dec 5, 2025Updated 11 months ago
- Paper List of Inference/Test Time Scaling/Computing☆407Updated this week
- A general framework for inference-time scaling and steering of diffusion models with arbitrary rewards.☆237Jun 26, 2025Updated last year
- [ICML 2025] Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences☆30Jun 29, 2025Updated last year
- [ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think☆1,739Mar 16, 2025Updated last year