In one research study, participants were given a choice: Either they could pay $38 to guarantee they would get a $50 gift certificate, or they could pay $28 to enter a lottery for a chance to win ...

Inspired by scale-space theory, we theoretically prove that this mapping can be formulated by a convection-diffusion equation, under interpretable and intuitive assumptions from both neural network ...

Diffusion policy exhibits promising multimodal property and distributional expressivity in robotic field, while not ready for real-time end-to-end autonomous driving in more dynamic and open-world ...

Abstract: Denoising diffusion probabilistic models (DDPMs) are becoming the leading paradigm for generative models. It has recently shown breakthroughs in audio synthesis, time series imputation and ...