Home /
Research
Showing 391 - 396 / 897
Self-Supervised Small Soccer Player Detection and Tracking
SamuelHurault, ColomaBallester, GloriaHaro....
Published date-11/20/2020
In a soccer game, the information provided by detecting and tracking brings crucial clues to further analyze and understand some tactical aspects of the game, including individual and team actions. …
Data-Driven System Level Synthesis
AntonXue, NikolaiMatni....
Published date-11/20/2020
We establish data-driven versions of the System Level Synthesis (SLS) parameterization of stabilizing controllers for linear-time-invariant systems. Inspired by recent work in data-driven control that leverages tools from behavioral theory, …
Assessing out-of-domain generalization for robust building damage detection
VitusBenson, AlexanderEcker....
Published date-11/20/2020
DomainGeneralization
An important step for limiting the negative impact of natural disasters is rapid damage assessment after a disaster occurred. For instance, building damage detection can be automated by applying computer …
ATSal: An Attention Based Architecture for Saliency Prediction in 360 Videos
YasserDahou, MarouaneTliba, KevinMcGuinness....
Published date-11/20/2020
SaliencyPrediction
The spherical domain representation of 360 video/image presents many challenges related to the storage, processing, transmission and rendering of omnidirectional videos (ODV). Models of human visual attention can be used …
Fine-Tuning BERT for Sentiment Analysis of Vietnamese Reviews
QuocThaiNguyen, ThoaiLinhNguyen, NgocHoangLuong....
Published date-11/20/2020
SentimentAnalysis
Sentiment analysis is an important task in the field ofNature Language Processing (NLP), in which users' feedbackdata on a specific issue are evaluated and analyzed. Manydeep learning models have been …
Continuous Pruning of Deep Convolutional Networks Using Selective Weight Decay
HugoTessier, VincentGripon, MathieuLéonardon....
Published date-11/20/2020
NetworkPruning
During the last decade, deep convolutional networks have become the reference for many machine learning tasks, especially in computer vision. However, large computational needs make them hard to deploy on …