1.4k citations · 2.6k across the 155 of their papers we have counts for
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An Unpaired Shape Transforming Method for Image Translation and Cross-Domain Retrieval
Kaili Wang, Liqian Ma, Jose Oramas +2
We address the problem of unpaired geometric image-to-image translation. Rather than transferring the style of an image as a whole, our goal is to translate the geometry of an obje…
Iterative Deep Learning for Road Topology Extraction
Carles Ventura, Jordi Pont-Tuset, Sergi Caelles +2
This paper tackles the task of estimating the topology of road networks from aerial images. Building on top of a global model that performs a dense semantical classification of the…
Failure Prediction for Autonomous Driving
Simon Hecker, Dengxin Dai, Luc Van Gool
The primary focus of autonomous driving research is to improve driving accuracy. While great progress has been made, state-of-the-art algorithms still fail at times. Such failures…
Adversarial Binary Coding for Efficient Person Re-identification
Zheng Liu, Jie Qin, Annan Li +2
Person re-identification (ReID) aims at matching persons across different views/scenes. In addition to accuracy, the matching efficiency has received more and more attention becaus…
End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners
Simon Hecker, Dengxin Dai, Luc Van Gool
For human drivers, having rear and side-view mirrors is vital for safe driving. They deliver a more complete view of what is happening around the car. Human drivers also heavily ex…
Object Referring in Videos with Language and Human Gaze
Arun Balajee Vasudevan, Dengxin Dai, Luc Van Gool
We investigate the problem of object referring (OR) i.e. to localize a target object in a visual scene coming with a language description. Humans perceive the world more as continu…