Now showing items 1-2 of 2

    • Accelerating and Privatizing Diffusion Models 

      Dockhorn, Tim (University of Waterloo, 2023-08-17)
      Diffusion models (DMs) have emerged as a powerful class of generative models. DMs offer both state-of-the-art synthesis quality and sample diversity in combination with a robust and scalable learning objective. DMs rely ...
    • Generative Modeling with Neural Ordinary Differential Equations 

      Dockhorn, Tim (University of Waterloo, 2019-12-19)
      Neural ordinary differential equations (NODEs) (Chen et al., 2018) are ordinary differential equations (ODEs) with their dynamics modeled by neural networks. Continuous normalizing flows (CNFs) (Chen et al., 2018; Grathwohl ...


      University of Waterloo Library
      200 University Avenue West
      Waterloo, Ontario, Canada N2L 3G1
      519 888 4883

      All items in UWSpace are protected by copyright, with all rights reserved.

      DSpace software

      Service outages