Machine Learning
We work on algorithms for finding hidden structure in large data sets, using a combination of probabilistic modeling and deep learning, ranging from social media understanding, text mining, and consumer analytics to visual computing and content generation.
Latest Publications
Factorized Motion Diffusion for Precise and Character-Agnostic Motion Inbetweening
November 21, 2024
Motion, Interaction and Games (2024)
Justin Studer (DisneyResearch|Studios/ETH Zurich)
Dhruv Agrawal (DisneyResearch|Studios/ETH Zurich)
Dominik Borer (DisneyResearch|Studios)
Seyedmorteza Sadat (DisneyResearch|Studios/ETH Zurich)
Robert W. Sumner (DisneyResearch|Studios/ETH Zurich)
Martin Guay (DisneyResearch|Studios)
Jakob Buhmann (DisneyResearch|Studios)
CADS: Unleashing the Diversity of Diffusion Models Through Condition-Annealed Sampling
May 6, 2024
International Conference on Learning Representations (ICLR) 2024
Seyedmorteza Sadat (ETH Zurich)
Jakob Buhmann (DisneyResearch|Studios)
Derek Bradley (DisneyResearch|Studios)
Otmar Hilliges (ETH Zurich)
Romann M. Weber (DisneyResearch|Studios)
Controllable Inversion of Black-Box Face Recognition Models via Diffusion
October 2, 2023, Workshop on Analysis and Modeling of Faces and Gestures 2023
Manuel Kansy (DisneyResearch|Studios/ETH Joint PhD)
Anton Rael (ETH Zurich)
Graziana Mignone (DisneyResearch|Studios)
Jacek Naruniec (DisneyResearch|Studios)
Christopher Schroers (DisneyResearch|Studios)
Markus Gross (DisneyResearch|Studios /ETH Zurich)
Romann M. Weber (DisneyResearch|Studios)
The Score-Difference Flow for Implicit Generative Modeling
July 2023, Transactions on Machine Learning Research (TMLR) 2023
Romann Weber (DisneyResearch|Studios)
Graph-Based Synthesis for Skin Micro Wrinkles
July 3, 2023
Eurographics Symposium on Geometry Processing (2023)
Sebastian Weiss (DisneyResearch|Studios) Jonathan Moulin (Industrial Light & Magic) Prashanth Chandran (DisneyResearch|Studios) Gaspard Zoss (DisneyResearch|Studios) Paulo Gotardo (DisneyResearch|Studios) Derek Bradley(DisneyResearch|Studios)
Self-Supervised Effective Resolution Estimation with Adversarial Augmentations
January 3, 2023
IEEE Winter Conference on Applications of Computer Vision (WACV) (2023)
Manuel Kansy (DisneyResearch|Studios/ETH Joint PhD) Julian Balletshofer (DisneyResearch|Studios) Jacek Naruniec (DisneyResearch|Studios) Christopher Schroers (DisneyResearch|Studios) Graziana Mignone (DisneyResearch|Studios) Markus Gross (DisneyResearch|Studios/ETH Zurich) Romann Weber (DisneyResearch|Studios)