48 citations · 109 across the 9 of their papers we have counts for
4 papers · 1 filter
Disentangled Dynamic Representations from Unordered Data
Leonhard Helminger, Abdelaziz Djelouah, Markus Gross +1
We present a deep generative model that learns disentangled static and dynamic representations of data from unordered input. Our approach exploits regularities in sequential data t…
Deep Video Color Propagation
Simone Meyer, Victor Cornillère, Abdelaziz Djelouah +2
Traditional approaches for color propagation in videos rely on some form of matching between consecutive video frames. Using appearance descriptors, colors are then propagated both…
Ten Years of Research on Intelligent Educational Games for Learning Spelling and Mathematics
Barbara Solenthaler, Severin Klingler, Tanja Käser +1
In this article, we present our findings from ten years of research on intelligent educational games. We discuss the architecture of our training environments for learning spelling…
A Neural Multi-sequence Alignment TeCHnique (NeuMATCH)
Pelin Dogan, Boyang Li, Leonid Sigal +1
The alignment of heterogeneous sequential data (video to text) is an important and challenging problem. Standard techniques for this task, including Dynamic Time Warping (DTW) and…