masa-ue / SVDDLinks
Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (+ images)
☆31Updated 9 months ago
Alternatives and similar repositories for SVDD
Users that are interested in SVDD are comparing it to the libraries listed below
Sorting:
- Implementation of Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models☆70Updated last year
- Simple Guidance Mechanisms for Discrete Diffusion Models☆45Updated 6 months ago
- Code for the paper https://arxiv.org/abs/2402.04997☆80Updated last year
- Inference-Time Alignment in Protein Diffusion Models☆40Updated 5 months ago
- Code for paper: "Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design"☆55Updated 2 months ago
- SEIKO is a novel reinforcement learning method to efficiently fine-tune diffusion models in an online setting. Our methods outperform all…☆22Updated 11 months ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆58Updated 3 months ago
- Code for our paper "Unlocking Guidance for Discrete State-Space Diffusion and Flow Models"☆22Updated 2 months ago
- Aligned Diffusion Schroedinger Bridges (UAI 2023)☆32Updated last year
- Official PyTorch implementation for "Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations"☆40Updated last year
- ☆115Updated last year
- The Superposition of Diffusion Models Using the Itô Density Estimator☆45Updated 3 months ago
- Code for the tutorial/review paper for RL-based-fine-tuniing. In this code, we especially focus on the design of biological sequences li…☆140Updated 9 months ago
- ☆34Updated last year
- Code for the paper https://arxiv.org/abs/2205.14987v2☆53Updated last year
- Unofficial PyTorch implementation of Discrete Denoising Diffusion Probabilistic Model(D3PM)☆38Updated 2 years ago
- Official Jax Implementation of MD4 Masked Diffusion Models☆112Updated 4 months ago
- Educational implementation of the Discrete Flow Matching paper☆95Updated 10 months ago
- Official Code for Paper "Think While You Generate: Discrete Diffusion with Planned Denoising" [ICLR 2025]☆67Updated 2 months ago
- Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold☆55Updated 4 months ago
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆72Updated last year
- ☆27Updated 3 weeks ago
- ☆13Updated last year
- Reward fine-tuning for Stable Diffusion models based on stochastic optimal control, including Adjoint Matching☆38Updated last month
- ☆17Updated last year
- A general framework for inference-time scaling and steering of diffusion models with arbitrary rewards.☆161Updated 2 weeks ago
- Dirichlet Diffusion Score Model for Biological Sequence Generation.☆54Updated 5 months ago
- Official implementation of Fisher-Flow Matching (NeurIPS 2024).☆25Updated 8 months ago
- Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.☆29Updated 8 months ago
- ☆225Updated 2 years ago