The official pytorch implementation of “Diffusion Model as a Noise-Aware Latent Reward Model for Step-Level Preference Optimization”.
☆19May 22, 2025Updated last year
Alternatives and similar repositories for LPO
Users that are interested in LPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Diffusion Model as a Noise-Aware Latent Reward Model for Step-Level Preference Optimization☆69Sep 19, 2025Updated 11 months ago
- Code for the paper: "Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods"☆32May 19, 2025Updated last year
- [NeurIPS 2025] Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation☆35Oct 24, 2025Updated 10 months ago
- Training code for CLIP-FlanT5☆31Jul 29, 2024Updated 2 years ago
- Official Implementation of Nabla-GFlowNet (ICLR 2025)☆28May 3, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [AAAI 2026] VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation☆424Mar 26, 2025Updated last year
- [ICLR2025] The code of Z-Sampling, proposed in our paper "Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflectio…☆103May 20, 2026Updated 3 months ago
- [CVPR 25] A framework named B^2-DiffuRL for RL-based diffusion model fine-tuning.☆57Mar 31, 2025Updated last year
- [ICLR 2026][Ultra Fast&Powerful Diffusion RL] Reinforcing Diffusion Models by Direct Group Preference Optimization☆87May 26, 2026Updated 3 months ago
- [NeurIPS 2025] Official code for Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing☆78Oct 12, 2025Updated 10 months ago
- ☆14Jan 22, 2025Updated last year
- Official code for the CVPR 2024 Paper "Can Biases in ImageNet Models Explain Generalization?".☆13Jun 24, 2024Updated 2 years ago
- Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening☆72May 18, 2025Updated last year
- ☆11Oct 22, 2023Updated 2 years 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.
- Not All Patches Are Equal: Hierarchical Dataset Condensation for Single Image Super-Resolution☆10May 7, 2024Updated 2 years ago
- [ICCV 2025][Few-Step Student Surpasses Teacher Diffusion] Learning Few-Step Diffusion Models by Trajectory Distribution Matching☆104Mar 16, 2026Updated 5 months ago
- Official code for "Stitched Value Model for Diffusion Alignment"☆30May 21, 2026Updated 3 months ago
- [ICLR 2025] IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation☆203Feb 19, 2025Updated last year
- ☆84Jul 3, 2026Updated 2 months ago
- 🤗 Unofficial huggingface/diffusers-based implementation of the paper "Training-Free Layout Control with Cross-Attention Guidance".☆42May 24, 2023Updated 3 years ago
- [ICLR 2026 Oral & ICML 2026] Generative Universal Verifier as Multimodal Meta-Reasoner☆65May 29, 2026Updated 3 months ago
- An official implementation of Coefficients-Preserving Sampling for Reinforcement Learning with Flow Matching☆82Sep 11, 2025Updated 11 months ago
- Official implementation of LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment.☆85May 4, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The official implementation of Diffusion-KTO: Aligning Diffusion Models by Optimizing Human Utility☆67Aug 16, 2025Updated last year
- [NeurIPS 2024] 💫CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching☆169Nov 18, 2024Updated last year
- [IJCAI 2023 workshop]Expanding dataset for 2D medical image segmentation using diffusion models☆15Feb 28, 2023Updated 3 years ago
- paper：基于特征残差学习和图像转换的异源图像块匹配方法研究（Element-wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching）☆13Jun 23, 2022Updated 4 years ago
- Code for the paper: Studying How to Efficiently and Effectively Guide Models with Explanations. ICCV 2023.☆19Nov 1, 2023Updated 2 years ago
- Official implementation of Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning☆280Feb 10, 2026Updated 6 months ago
- Code for "Diffusion Model Alignment Using Direct Preference Optimization"☆713Jun 2, 2026Updated 3 months ago
- [CVPR 2025] PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation☆47Jul 1, 2025Updated last year
- Antonino Furnari's fork of Feichtenhofer's gpu_flow, with temporal dilation.☆10Sep 18, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models☆29Sep 6, 2025Updated 11 months ago
- Rare-to-Frequent (R2F), ICLR'25, Spotlight☆55Apr 23, 2025Updated last year
- Experimental gazelle extension for scala☆16Aug 24, 2026Updated last week
- Code for "Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN"☆15Apr 15, 2021Updated 5 years ago
- Pytorch implementation of the DWP with application to MRI segmentation☆10Jul 15, 2020Updated 6 years ago
- BranchGRPO: Stable and Efficient GRPO with Structured Branching in Diffusion Models☆50Oct 30, 2025Updated 10 months ago
- [ICCV 2025] FiVE-Bench: A Fine-grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models☆38Apr 2, 2026Updated 5 months ago