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

Training a Deep Remastering Model

July 24, 2022
ACM SIGGRAPH 2022

Abdelaziz Djelouah (DisneyResearch|Studios) Sally Hattori (The Walt Disney Company) Andrew J. Wahlquist (The Walt Disney Company) Christopher Schroers (DisneyResearch|Studios)

Facial Hair Tracking for High Fidelity Performance Capture

July 24, 2022
ACM SIGGRAPH 2022

Sebastian Winberg (DisneyResearch|Studios/ETH Zurich) Gaspard Zoss (DisneyResearch|Studios/ETH Joint PhD) Prashanth Chandran (DisneyResearch|Studios/ETH Joint PhD) Paulo Gotardo (DisneyResearch|Studios) Derek Bradley (DisneyResearch|Studios)