no code implementations • 11 Dec 2019 • Patrick Schramowski, Cigdem Turan, Sophie Jentzsch, Constantin Rothkopf, Kristian Kersting
But has BERT also a better moral compass?
no code implementations • 4 Jul 2019 • Susanne Trick, Dorothea Koert, Jan Peters, Constantin Rothkopf
The approach is evaluated in a collaborative human-robot interaction task with a 7-DoF robot arm.
1 code implementation • CVPR 2019 • Nikita Araslanov, Constantin Rothkopf, Stefan Roth
Most approaches to visual scene analysis have emphasised parallel processing of the image elements.
no code implementations • 17 Feb 2019 • Kristian Kersting, Jan Peters, Constantin Rothkopf
The Federal Government of Germany aims to boost the research in the field of Artificial Intelligence (AI).
no code implementations • CVPR 2017 • V. S. R. Veeravasarapu, Constantin Rothkopf, Ramesh Visvanathan
Although simulated data augmented with a few real world samples has been shown to mitigate domain shift and improve transferability of trained models, guiding or bootstrapping the virtual data generation with the distributions learnt from target real world domain is desired, especially in the fields where annotating even few real images is laborious (such as semantic labeling, and intrinsic images etc.).
no code implementations • 31 May 2016 • V. S. R. Veeravasarapu, Constantin Rothkopf, Visvanathan Ramesh
The use of simulated virtual environments to train deep convolutional neural networks (CNN) is a currently active practice to reduce the (real)data-hungriness of the deep CNN models, especially in application domains in which large scale real data and/or groundtruth acquisition is difficult or laborious.
no code implementations • 4 Dec 2015 • V. S. R. Veeravasarapu, Rudra Narayan Hota, Constantin Rothkopf, Ramesh Visvanathan
We adapt the methodology in the context of current graphics simulation tools for modeling data generation processes and, for systematic performance characterization and trade-off analysis for vision system design leading to qualitative and quantitative insights.
no code implementations • 3 Dec 2015 • V. S. R. Veeravasarapu, Rudra Narayan Hota, Constantin Rothkopf, Ramesh Visvanathan
As the computer vision matures into a systems science and engineering discipline, there is a trend in leveraging latest advances in computer graphics simulations for performance evaluation, learning, and inference.