The seminal proteome of a monandrous fly, Drosophila subobscura
When females mate with multiple males, ejaculates from different partners compete within the female reproductive tract.
PDMD: Projected Distribution Matching Distillation for Video Diffusion Models
Modern video diffusion models require tens of denoising evaluations over long spatiotemporal token sequences. Distribution Matching Distillation (DMD) reduces the number of function evaluations (NFE) to just a few.
Unifying Distributional Training for One-Step Visual Generation
Distributional training provides collective supervision for one-step visual generation by matching real and generated features in frozen representation spaces.
TokenCast: Forecasting Token Consumption During LLM Agent Execution
When a large language model (LLM) agent executes the same task, token consumption can vary by over an order of magnitude across runs.
Statistical Learning of Contractive Dynamical Representations for Composite Adaptive Control
We present a representation-learning framework for composite adaptive tracking control under dynamically coupled disturbances.