57 citations · 218 across the 37 of their papers we have counts for
7 papers · 1 filter
Inside Out Visual Place Recognition
Sarah Ibrahimi, Nanne van Noord, Tim Alpherts +1
Visual Place Recognition (VPR) is generally concerned with localizing outdoor images. However, localizing indoor scenes that contain part of an outdoor scene can be of large value…
The Dawn of Quantum Natural Language Processing
Riccardo Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen +2
In this paper, we discuss the initial attempts at boosting understanding human language based on deep-learning models with quantum computing. We successfully train a quantum-enhanc…
Adaptive Neural Message Passing for Inductive Learning on Hypergraphs
Devanshu Arya, Deepak K. Gupta, Stevan Rudinac +1
Graphs are the most ubiquitous data structures for representing relational datasets and performing inferences in them. They model, however, only pairwise relations between nodes an…
Longer Version for "Deep Context-Encoding Network for Retinal Image Captioning"
Jia-Hong Huang, Ting-Wei Wu, Chao-Han Huck Yang +1
Automatically generating medical reports for retinal images is one of the promising ways to help ophthalmologists reduce their workload and improve work efficiency. In this work, w…
Graph Neural Networks for Knowledge Enhanced Visual Representation of Paintings
Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic +2
We propose ArtSAGENet, a novel multimodal architecture that integrates Graph Neural Networks (GNNs) and Convolutional Neural Networks (CNNs), to jointly learn visual and semantic-b…
Contextualized Keyword Representations for Multi-modal Retinal Image Captioning
Jia-Hong Huang, Ting-Wei Wu, Marcel Worring
Medical image captioning automatically generates a medical description to describe the content of a given medical image. A traditional medical image captioning model creates a medi…