1 code implementation • 19 Aug 2022 • Na Li, Robert Ross
Confusion is a mental state triggered by cognitive disequilibrium that can occur in many types of task-oriented interaction, including Human-Robot Interaction (HRI).
no code implementations • 6 Jun 2022 • Na Li, John D. Kelleher, Robert Ross
To this end, in this paper, we present our initial research centred on a user-avatar dialogue scenario that we have developed to study the manifestation of confusion and in the long term its mitigation.
no code implementations • 3 Jun 2022 • Na Li, Robert Ross
Human-robot studies are expensive to conduct and difficult to control, and as such researchers sometimes turn to human-avatar interaction in the hope of faster and cheaper data collection that can be transferred to the robot domain.
no code implementations • 4 May 2022 • Pallavi Jain, Bianca Schoen-Phelan, Robert Ross
This work proposes RSDnet, which applies the distillation network (BYOL) in the remote sensing (RS) domain where data is non-trivially different from natural RGB images.
no code implementations • 13 Apr 2021 • Vihanga Gamage, Cathy Ennis, Robert Ross
Also, compared to existing supervised learning-based animation agents, RLAnimate needs a limited dataset of motion clips to generate representations of valid behaviours during training.
no code implementations • WS 2019 • Anh Duong Trinh, Robert Ross, John Kelleher
The uncertainties of language and the complexity of dialogue contexts make accurate dialogue state tracking one of the more challenging aspects of dialogue processing.
no code implementations • 5 Jul 2018 • Aram Ter-Sarkisov, Robert Ross, John Kelleher, Bernadette Earley, Michael Keane
We present an instance segmentation algorithm trained and applied to a CCTV recording of beef cattle during a winter finishing period.
no code implementations • IJCNLP 2017 • Giancarlo Salton, Robert Ross, John Kelleher
In this paper, we extend Recurrent Neural Network Language Models (RNN-LMs) with an attention mechanism.
no code implementations • RANLP 2017 • Giancarlo Salton, Robert Ross, John Kelleher
In our work we address limitations in the state-of-the-art in idiom type identification.
no code implementations • 30 Mar 2017 • Aram Ter-Sarkisov, Robert Ross, John Kelleher
This paper introduces a new approach to the long-term tracking of an object in a challenging environment.