140 citations · 375 across the 33 of their papers we have counts for
4 papers · 1 filter
Tracking for Half an Hour
Ran Tao, Efstratios Gavves, Arnold W. M. Smeulders
Long-term tracking requires extreme stability to the multitude of model updates and robustness to the disappearance and loss of the target as such will inevitably happen. For motiv…
Dynamic Steerable Blocks in Deep Residual Networks
Jörn-Henrik Jacobsen, Bert de Brabandere, Arnold W. M. Smeulders
Filters in convolutional networks are typically parameterized in a pixel basis, that does not take prior knowledge about the visual world into account. We investigate the generaliz…
Unified Embedding and Metric Learning for Zero-Exemplar Event Detection
Noureldien Hussein, Efstratios Gavves, Arnold W. M. Smeulders
Event detection in unconstrained videos is conceived as a content-based video retrieval with two modalities: textual and visual. Given a text describing a novel event, the goal is…
Multiscale Hierarchical Convolutional Networks
Jörn-Henrik Jacobsen, Edouard Oyallon, Stéphane Mallat +1
Deep neural network algorithms are difficult to analyze because they lack structure allowing to understand the properties of underlying transforms and invariants. Multiscale hierar…