84 citations
- University of SurreyGB4 papers
- University of OxfordGB3 papers
- Ericsson (Sweden)SE2 papers
- Huawei Technologies (Germany)DE2 papers
- Intel (Germany)DE2 papers
- Orange (France)FR2 papers
- Telefonica Research and DevelopmentES2 papers
- University of WashingtonUS2 papers
- Aalto UniversityFI1 paper
- APCON (Germany)DE1 paper
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR1 paper
- Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteDE1 paper
18 papers
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations
Markos Georgopoulos, Grigorios Chrysos, Maja Pantic +1
Deep generative models rely on their inductive bias to facilitate generalization, especially for problems with high dimensional data, like images. However, empirical studies have s…
Toward fast and accurate human pose estimation via soft-gated skip connections
Adrian Bulat, Jean Kossaifi, Georgios Tzimiropoulos +1
This paper is on highly accurate and highly efficient human pose estimation. Recent works based on Fully Convolutional Networks (FCNs) have demonstrated excellent results for this…
The Final Frontier: Deep Learning in Space
Vivek Kothari, Edgar Liberis, Nicholas D. Lane
Machine learning, particularly deep learning, is being increasing utilised in space applications, mirroring the groundbreaking success in many earthbound problems. Deploying a spac…
Are Accelerometers for Activity Recognition a Dead-end?
Catherine Tong, Shyam A. Tailor, Nicholas D. Lane
Accelerometer-based (and by extension other inertial sensors) research for Human Activity Recognition (HAR) is a dead-end. This sensor does not offer enough information for us to p…
Pioneering Studies on LTE eMBMS: Towards 5G Point-to-Multipoint Transmissions
Hongzhi Chen, De Mi, Manuel Fuentes +6
The first 5G (5th generation wireless systems) New Radio Release-15 was recently completed. However, the specification only considers the use of unicast technologies and the extens…
On the Performance of PDCCH in LTE and 5G New Radio
Hongzhi Chen, De Mi, Manuel Fuentes +5
5G New Radio (NR) Release 15 has been specified in June 2018. It introduces numerous changes and potential improvements for physical layer data transmissions, although only point-t…