DCFold: Efficient Protein Structure Generation with Single Forward Pass
cs.LG, cs.AI, q-bio.QM
Submitted: 2026-05-18
Updated: 2026-09-26
Terminology
Sources
- FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours
- HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative
- Consistency Models Made Easy
- Flow Matching for Generative Modeling
- Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
- Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models
- Progressive Distillation for Fast Sampling of Diffusion Models
- Denoising Diffusion Implicit Models
- Improved Techniques for Training Consistency Models
- Consistency Models
- Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem
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