no code implementations • 18 Mar 2024 • Benedikt T. Arnold, Johannes Theissen-Lipp, Diego Collarana, Christoph Lange, Sandra Geisler, Edward Curry, Stefan Decker
Dataspaces have recently gained adoption across various sectors, including traditionally less digitized domains such as culture.
1 code implementation • Semantic Web 2023 • M. Jaleed Khan, John Breslin, Edward Curry
We present a loosely-coupled neuro-symbolic visual understanding and reasoning framework that employs a DNN-based pipeline for object detection and multi-modal pairwise relationship prediction for scene graph generation and leverages common sense knowledge in heterogenous knowledge graphs to enrich scene graphs for improved downstream reasoning.
Ranked #1 on Scene Graph Generation on Visual Genome (mR@100 metric)
no code implementations • 17 Sep 2023 • Abdu Saif, Saeed Hamood Alsamhi, Edward Curry
This paper explores the crucial role of Unmanned Aerial Vehicles (UAVs) in advancing Beyond Fifth Generation (B5G) communication networks, especially in adverse weather conditions like rain, fog, and snow.
no code implementations • 8 Apr 2022 • Amin Anjomshoaa, Edward Curry
The knowledge, embodied in machine learning models for intelligent systems, is commonly associated with time-consuming and costly processes such as large-scale data collection, data labelling, network training, and fine-tuning of models.
1 code implementation • 16 Mar 2022 • Asra Aslam, Edward Curry
Our model (UnseenNet) is trained on the ImageNet classification dataset for unseen classes and tested on an object detection dataset (OpenImages).
1 code implementation • 27 Apr 2021 • Piyush Yadav, Dhaval Salwala, Edward Curry
Presently, many window optimization techniques have been proposed in event processing with an underlying assumption that the incoming stream has a structured data model.
no code implementations • 30 Sep 2020 • Piyush Yadav, Edward Curry
The paper contribution is threefold: i) we present a knowledge graph representation for multimedia streams, ii) a hierarchical event network to detect visual patterns from media streams and iii) define complex pattern rules for complex multimedia event reasoning using event calculus
1 code implementation • 15 Jul 2020 • Piyush Yadav, Edward Curry
Current CEP systems have inherent limitations to query video streams due to their unstructured data model and lack of expressive query language.
no code implementations • 13 Jul 2020 • Piyush Yadav, Dhaval Salwala, Edward Curry
We propose the Video Event Knowledge Graph (VEKG), a graph driven representation of video data.
1 code implementation • 12 Jul 2020 • Piyush Yadav, Dipto Sarkar, Dhaval Salwala, Edward Curry
The lack of an open-source traffic estimation method using open data platforms is a bottleneck for building sophisticated navigation services on top of OpenStreetMap (OSM).
no code implementations • 4 Jul 2020 • Piyush Yadav, Dipto Sarkar, Shailesh Deshpande, Edward Curry
In this work, we propose an AI-based technique using freely available satellite images like Landsat and Sentinel to create natural features over OSM in congruence with human editors acting as initiators and validators.
no code implementations • EMNLP 2017 • Souleiman Hasan, Edward Curry
Word embeddings seek to recover a Euclidean metric space by mapping words into vectors, starting from words co-occurrences in a corpus.