Essays about: "rörelsesyntes"

Found 2 essays containing the word rörelsesyntes.

1. 1. Exploring Normalizing Flow Modifications for Improved Model Expressivity

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Marcel Juschak; [2023]
   Keywords : Normalizing Flows; Motion Synthesis; Invertible Neural Networks; Glow; MoGlow; Maximum Likelihood Estimation; Generative models; normaliserande flöden; rörelsesyntes; inverterbara neurala nätverk; Glow; MoGlow; maximum likelihood-skattning generativa modeller;

   Abstract : Normalizing flows represent a class of generative models that exhibit a number of attractive properties, but do not always achieve state-of-the-art performance when it comes to perceived naturalness of generated samples. To improve the quality of generated samples, this thesis examines methods to enhance the expressivity of discrete-time normalizing flow models and thus their ability to capture different aspects of the data. READ MORE

3. 2. Real-Time Probabilistic Locomotion Synthesis for Uneven Terrain

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Emil Jonsson; [2021]
   Keywords : Machine learning; Probabilistic models; Normalising flow; Environment interaction; Animation Synthesis; Maskinginlärning; Probabilistiska metoder; Normaliserande flöden; Interaktion med omgivning; Animations-syntes;

   Abstract : In modern games and animation there is a constant strive for more realistic motion. Today a lot of games use motion matching and blending with lots of post-processing steps to produce animations, but these methods often require huge amounts of motions clips while still having problems with realistic joint weights. READ MORE