64 citations · 91 across the 4 of their papers we have counts for
6 papers
Examining Cooperation in Visual Dialog Models
Mircea Mironenco, Dana Kianfar, Ke Tran +2
In this work we propose a blackbox intervention method for visual dialog models, with the aim of assessing the contribution of individual linguistic or visual components. Concretel…
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…
Temporally Efficient Deep Learning with Spikes
Peter O'Connor, Efstratios Gavves, Max Welling
The vast majority of natural sensory data is temporally redundant. Video frames or audio samples which are sampled at nearby points in time tend to have similar values. Typically,…
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…
VideoLSTM Convolves, Attends and Flows for Action Recognition
Zhenyang Li, Efstratios Gavves, Mihir Jain +1
We present a new architecture for end-to-end sequence learning of actions in video, we call VideoLSTM. Rather than adapting the video to the peculiarities of established recurrent…
Siamese Instance Search for Tracking
Ran Tao, Efstratios Gavves, Arnold W. M. Smeulders
In this paper we present a tracker, which is radically different from state-of-the-art trackers: we apply no model updating, no occlusion detection, no combination of trackers, no…