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Selective Concept Bottleneck Models Without Predefined Concepts (TMLR 2025)
Concept Bottleneck Models (Paper Explained)
BioML Seminar 4.1 - Jeff Ruffolo on Designing proteins with language models
Lecture11 - Protein Language Models - MLCB24
MPNN - ML for protein sequence design
ESM-2 Protein Language Model Explained – Architecture & Training
Concept Bottleneck Large Language Models
Diffusion models for protein structure generation (and design)
Intro to Deep Learning for Protein Design
Energy-Based Models of Protein Structure, Dynamics, and Folding
Creativity at Scale: Problem Formulation as the Frontier of Protein Design
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Last Updated: August 12, 2026
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