no code implementations • 27 Apr 2022 • Spyridon Baxevanakis, Giorgos Kordopatis-Zilos, Panagiotis Galopoulos, Lazaros Apostolidis, Killian Levacher, Ipek B. Schlicht, Denis Teyssou, Ioannis Kompatsiaris, Symeon Papadopoulos
Enabled by recent improvements in generation methodologies, DeepFakes have become mainstream due to their increasingly better visual quality, the increase in easy-to-use generation tools and the rapid dissemination through social media.
1 code implementation • 3 Aug 2021 • Ambrish Rawat, Killian Levacher, Mathieu Sinn
Deep Generative Models (DGMs) are a popular class of deep learning models which find widespread use because of their ability to synthesize data from complex, high-dimensional manifolds.
1 code implementation • 4 Jul 2019 • Naoise Holohan, Stefano Braghin, Pól Mac Aonghusa, Killian Levacher
Since its conception in 2006, differential privacy has emerged as the de-facto standard in data privacy, owing to its robust mathematical guarantees, generalised applicability and rich body of literature.
no code implementations • COLING 2018 • Rahul Nair, Killian Levacher, Martin Stephenson
Large organizations spend considerable resources in reviewing regulations and ensuring that their business processes are compliant with the law.
no code implementations • NAACL 2018 • L{\'e}a Deleris, Francesca Bonin, Elizabeth Daly, St{\'e}phane Deparis, Yufang Hou, Charles Jochim, Yassine Lassoued, Killian Levacher
Having an understanding of interpersonal relationships is helpful in many contexts.
no code implementations • NAACL 2018 • L{\'e}a Deleris, Debasis Ganguly, Killian Levacher, Martin Stephenson, Francesca Bonin
We describe the vision and current version of a Natural Language Processing system aimed at group decision making facilitation.
no code implementations • 26 Nov 2015 • Mostafa Bayomi, Killian Levacher, M. Rami Ghorab, Séamus Lawless
Current approaches to text segmentation are similar in that they all use word-frequency metrics to measure the similarity between two regions of text, so that a document is segmented based on the lexical cohesion between its words.