Articles tagged
Diffusion Models
3 articles
Demystifying Video Reasoning: Models Don't Think in Frames - They Think in Denoising Steps
Chain-of-Steps shows video diffusion models reason across denoising steps, not frames, exploring and self-correcting before converging on a single answer.
AIComputer VisionVideo Generation
Predicting and Generating Antibiotics Against Future Pathogens with ApexOracle
ApexOracle fuses Evo2 genome embeddings with a SELFIES diffusion model to predict MIC and design new antibiotics, with R2 gains up to 15% on P. aeruginosa.
MLAntibioticsDrug Discovery
Modern Methods in Associative Memory
Hopfield networks store only 0.14N patterns; dense variants reach polynomial capacity and modern ones exponential, with a Lagrangian view linking them to attention.
Associative MemoryHopfield NetworksTransformers