Spectral Feedback for Test-Time Alignment of Protein Diffusion Models
cs.AI
Submitted: 2026-09-24
Updated: 2026-09-24
Terminology
Sources
- ProxySPEX: Inference-Efficient Interpretability via Sparse Feature Interactions in LLMs
- Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design
- Protein Design with Guided Discrete Diffusion
- Prompt-to-Prompt Image Editing with Cross Attention Control
- Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment
- SPEX: Scaling Feature Interaction Explanations for LLMs
- Effective Test-Time Scaling of Discrete Diffusion through Iterative Refinement
- Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees
- Self-Refine: Iterative Refinement with Self-Feedback
- SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
- DiffusER: Discrete Diffusion via Edit-based Reconstruction
- Score-based Continuous-time Discrete Diffusion Models
- Inference-Time Alignment in Diffusion Models with Reward-Guided Generation: Tutorial and Review
- Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design
- ProteinGuide: On-the-fly property guidance for protein sequence generative models
- Graph Denoising Diffusion for Inverse Protein Folding
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