1 citations · 2 across the 6 of their papers we have counts for
6 papers
DeepKnowledge: Generalisation-Driven Deep Learning Testing
Sondess Missaoui, Simos Gerasimou, Nikolaos Matragkas
Despite their unprecedented success, DNNs are notoriously fragile to small shifts in data distribution, demanding effective testing techniques that can assess their dependability.…
ETHER: Aligning Emergent Communication for Hindsight Experience Replay
Kevin Denamganaï, Kevin Yandoka Denamganaï, Daniel Hernandez +3
Hindsight Experience Replay (HER) enhances sample efficiency in goal-conditioned reinforcement learning (RL) by relabelling failed trajectories with goals that were actually achiev…
Visual Referential Games Further the Emergence of Disentangled Representations
Kevin Denamganaï, Sondess Missaoui, James Alfred Walker
Natural languages are powerful tools wielded by human beings to communicate information. Among their desirable properties, compositionality has been the main focus in the context o…
Meta-Referential Games to Learn Compositional Learning Behaviours
Kevin Denamganaï, Sondess Missaoui, James Alfred Walker
Human beings use compositionality to generalise from past experiences to novel experiences. We assume a separation of our experiences into fundamental atomic components that can be…
DMINR: A Tool to Support Journalists Information Verification and Exploration
Andrew MacFarlane, Marisela Gutierrez-Lopez, Stephann Makri +4
Journalists are key information workers who have specific requirements from information systems to support the verification and exploration of information. We overview the DMINR to…
Interactive Storytelling for Children: A Case-study of Design and Development Considerations for Ethical Conversational AI
ennifer Chubba, Sondess Missaouib, Shauna Concannonc +2
Conversational Artificial Intelligence (CAI) systems and Intelligent Personal Assistants (IPA), such as Alexa, Cortana, Google Home and Siri are becoming ubiquitous in our lives, i…