143 citations · 222 across the 15 of their papers we have counts for
5 papers · 1 filter
A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research
Thomas P Quinn, Sunil Gupta, Svetha Venkatesh +1
Deep learning has become popular because of its potential to achieve high accuracy in prediction tasks. However, accuracy is not always the only goal of statistical modelling, espe…
Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question Answering
Long Hoang Dang, Thao Minh Le, Vuong Le +1
Video Question Answering (Video QA) is a powerful testbed to develop new AI capabilities. This task necessitates learning to reason about objects, relations, and events across visu…
A Spatio-temporal Attention-based Model for Infant Movement Assessment from Videos
Binh Nguyen-Thai, Vuong Le, Catherine Morgan +3
The absence or abnormality of fidgety movements of joints or limbs is strongly indicative of cerebral palsy in infants. Developing computer-based methods for assessing infant movem…
Object-Centric Representation Learning for Video Question Answering
Long Hoang Dang, Thao Minh Le, Vuong Le +1
Video question answering (Video QA) presents a powerful testbed for human-like intelligent behaviors. The task demands new capabilities to integrate video processing, language unde…
Learning Asynchronous and Sparse Human-Object Interaction in Videos
Romero Morais, Vuong Le, Svetha Venkatesh +1
Human activities can be learned from video. With effective modeling it is possible to discover not only the action labels but also the temporal structures of the activities such as…