Accepted paper: “Sequential Representation Learning via Static-Dynamic Conditional Disentanglement " by Mathieu Cyrille Simon, Pascal Frossard and Christophe De Vleeschouwer (arXiv preprint), to be presented at the European Conference on Computer Vision (ECCV, Milan, 1-4 Oct 2024).
Unsupervised disentangled representation learning within sequential data, focusing on separating time-independent and time-varying factors in videos. This disentanglement is expected to facilitate numerous downstream generation or classification tasks and enhance model explainability.