Multi-modal knowledge hypergraph for diverse image retrieval

Y Zeng, Q **, T Bao, W Li - Proceedings of the AAAI conference on …, 2023 - ojs.aaai.org
The task of keyword-based diverse image retrieval has received considerable attention due
to its wide demand in real-world scenarios. Existing methods either rely on a multi-stage re …

Query-controllable video summarization

JH Huang, M Worring - … of the 2020 International Conference on …, 2020 - dl.acm.org
When video collections become huge, how to explore both within and across videos
efficiently is challenging. Video summarization is one of the ways to tackle this issue …

Query-adaptive video summarization via quality-aware relevance estimation

AB Vasudevan, M Gygli, A Volokitin… - Proceedings of the 25th …, 2017 - dl.acm.org
Although the problem of automatic video summarization has recently received a lot of
attention, the problem of creating a video summary that also highlights elements relevant to …

Keyword-based diverse image retrieval with variational multiple instance graph

Y Zeng, Y Wang, D Liao, G Li, W Huang… - … on Neural Networks …, 2022 - ieeexplore.ieee.org
The task of cross-modal image retrieval has recently attracted considerable research
attention. In real-world scenarios, keyword-based queries issued by users are usually short …

Credibility in information retrieval

AL Ginsca, A Popescu, M Lupu - foundations and trends® in …, 2015 - nowpublishers.com
Credibility, as the general concept covering trustworthiness and expertise, but also quality
and reliability, is strongly debated in philosophy, psychology, and sociology, and its …

Overview of the special issue on trust and veracity of information in social media

S Papadopoulos, K Bontcheva, E Jaho… - ACM Transactions on …, 2016 - dl.acm.org
From a business and government point of view, there is an increasing need to interpret and
act upon information from large-volume media, such as Twitter, Facebook and Web news …

Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer

M Zhao, J Wang, D Liao, Y Wang, H Duan… - Proceedings of the 46th …, 2023 - dl.acm.org
In addition to relevance, diversity is an important yet less studied performance metric of
cross-modal image retrieval systems, which is critical to user experience. Existing solutions …

Constructing a mobile visual search framework for Dunhuang murals based on fine-tuned CNN and ontology semantic distance

Z Zeng, S Sun, J Sun, J Yin, Y Shen - The Electronic Library, 2022 - emerald.com
Purpose Dunhuang murals are rich in cultural and artistic value. The purpose of this paper is
to construct a novel mobile visual search (MVS) framework for Dunhuang murals, enabling …

High-dimensional multimedia classification using deep CNN and extended residual units

P Shamsolmoali, D Kumar Jain, M Zareapoor… - Multimedia Tools and …, 2019 - Springer
Processing multimedia data has emerged as a key area for the application of machine
learning methods Building a robust classification model to use in high dimensional space …

Improving diversity in image search via supervised relevance scoring

E Spyromitros-**oufis, S Papadopoulos… - Proceedings of the 5th …, 2015 - dl.acm.org
Results returned by commercial image search engines should include relevant and
diversified depictions of queries in order to ensure good coverage of users' information …