Runway Research | Research Papers

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This collection of research papers details advancements in diffusion models, including adapting autoregressive models for parallel diffusion decoding (A2D), a dual-process distillation scheme for image generation control, stochastic rasterization for 3D Gaussian Splatting, progressive prompt detailing for text-to-image alignment (SCoPE), leveraging latent space for domain generalization, concept steering using k-sparse autoencoders, interpreting semantic information in diffusion models (Revelio), mitigating stereotypical biases, and structure/content-guided video synthesis.