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Tag: diffusion-models/protein-design
15 items with this tag.
Apr 21, 2026
Inference-time scaling of de novo designed proteins is more effective for harder targets
diffusion-models/protein-design
diffusion-guidance/protein-design
protein-design/design
Apr 21, 2026
Backbone diffusion works best on small protein sizes
diffusion-models/protein-design
protein-design/design
Apr 21, 2026
Diffusion outperforms hallucination when using AF3-generation protein structure prediction methods
diffusion-models/protein-design
protein-design/design
alphafold3
Apr 21, 2026
Diffusion-based protein design methods undersample structural diversity in specific topologies
diffusion-models/protein-design
protein-design/design
Apr 21, 2026
Guided sequence-only diffusion outperforms autoregressive fine-tuned PLMs on designing high-fitness sequences
diffusion-models/protein-design
diffusion-guidance/protein-design
protein-design/design
Apr 21, 2026
Hallucination outperforms diffusion on protein refolding accuracy, particularly among larger proteins
diffusion-models/protein-design
protein-design/design
Apr 21, 2026
Multimodal sequence-structure guidance outperforms unimodal guidance in cases where both need to be designed
diffusion-models/protein-design
diffusion-guidance/protein-design
protein-design
protein-backbone-design
Apr 21, 2026
No one-size-fits-all best approach to motif scaffolding protein design
diffusion-models/protein-design
protein-design/design
Apr 21, 2026
Partial diffusion of protein structures reduces structural complexity
diffusion-models/protein-design
protein-design/design
Apr 21, 2026
Partial structure diffusion can make de novo backbones more designable
diffusion-models/protein-design
protein-design/design
Apr 21, 2026
Protein backbone diffusion models undersample loop-rich and alpha-beta domains and functional motifs
diffusion-models/protein-design
protein-design/design
Apr 21, 2026
Protein backbones designed by diffusion, but not by language models, have more secondary structure
diffusion-models/protein-design
protein-design/design
Apr 21, 2026
Protein backbones designed using diffusion, but not sequence-based models, have fewer beta sheets
diffusion-models/protein-design
protein-design/design
tm-score
Apr 21, 2026
Proteins designed by diffusion are more compact than those designed by hallucination
diffusion-models/protein-design
protein-design/design
Apr 21, 2026
Stronger diffusion guidance reduces diversity of generated outputs
diffusion-models/protein-design
diffusion-guidance/protein-design
protein-design/design