mila-iqia / ParetoFlowLinks
[ICLR 2025] Official Implementation of ParetoFlow: Guided Flows in Multi-Objective Optimization🧬🧬🧬
☆24Updated 9 months ago
Alternatives and similar repositories for ParetoFlow
Users that are interested in ParetoFlow are comparing it to the libraries listed below
Sorting:
- Code for the tutorial/review paper for RL-based-fine-tuniing. In this code, we especially focus on the design of biological sequences li…☆155Updated last year
- Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (…☆35Updated last year
- Official Jax Implementation of MD4 Masked Diffusion Models☆149Updated 9 months ago
- A curated list for awesome discrete diffusion models resources.☆511Updated 3 months ago
- Simple Guidance Mechanisms for Discrete Diffusion Models☆64Updated last year
- Official codebase for Exact Energy-Guided Diffusion Sampling via Contrastive Energy Prediction☆35Updated 2 years ago
- SEIKO is a novel reinforcement learning method to efficiently fine-tune diffusion models in an online setting. Our methods outperform all…☆29Updated last year
- ☆40Updated last year
- [ICLR'25] Artificial Kuramoto Oscillatory Neurons☆106Updated last month
- Inference-Time Alignment in Protein Diffusion Models☆48Updated 11 months ago
- Reward fine-tuning for Stable Diffusion models based on stochastic optimal control, including Adjoint Matching☆57Updated 6 months ago
- [ICML 2025] The official implementation of the paper "On the Guidance of Flow Matching"☆68Updated 3 months ago
- [ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)☆676Updated last year
- A minimal PyTorch implementation of the VQ-VAE model described in "Neural Discrete Representation Learning".☆86Updated 3 years ago
- Efficient Video Prediction via Sparsely Conditioned Flow Matching. In ICCV, 2023.☆21Updated last year
- A Tutorial for Diffusion Models☆60Updated 2 years ago
- A general framework for inference-time scaling and steering of diffusion models with arbitrary rewards.☆200Updated 5 months ago
- ☆170Updated 2 months ago
- Annotated Flow Matching paper☆222Updated last year
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆67Updated 8 months ago
- Educational implementation of the Discrete Flow Matching paper☆126Updated last year
- 📰 Must-Read Papers on Offline Model-Based Optimization 🔥☆29Updated 5 months ago
- ☆198Updated last year
- Official codebase for the paper "How to build a consistency model: Learning flow maps via self-distillation" (NeurIPS 2025).☆61Updated 2 months ago
- A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!☆88Updated 2 weeks ago
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆82Updated last year
- A summary of related works about flow matching, stochastic interpolants☆615Updated 8 months ago
- code for "Riemannian Flow Matching on General Geometries".☆277Updated last year
- Official Code for Paper "Think While You Generate: Discrete Diffusion with Planned Denoising" [ICLR 2025]☆84Updated 7 months ago
- [NeurIPS 2024] Simple and Effective Masked Diffusion Language Model☆586Updated 2 months ago