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What makes the difference? An empirical comparison of fusion strategies for multimodal language analysis
Multimodal video sentiment analysis is a rapidly growing area. It combines verbal (ie,
linguistic) and non-verbal modalities (ie, visual, acoustic) to predict the sentiment of …
linguistic) and non-verbal modalities (ie, visual, acoustic) to predict the sentiment of …
Cross-modal retrieval for knowledge-based visual question answering
Abstract Knowledge-based Visual Question Answering about Named Entities is a
challenging task that requires retrieving information from a multimodal Knowledge Base …
challenging task that requires retrieving information from a multimodal Knowledge Base …
[HTML][HTML] Canonical cortical graph neural networks and its application for speech enhancement in audio-visual hearing aids
Despite the recent success of machine learning algorithms, most models face drawbacks
when considering more complex tasks requiring interaction between different sources, such …
when considering more complex tasks requiring interaction between different sources, such …
Background music recommendation based on latent factors and moods
CL Liu, YC Chen - Knowledge-Based Systems, 2018 - Elsevier
Many mobile devices are equipped with video shooting function, and users tend to use
these mobile devices to produce user generated content (UGC), and share with friends or …
these mobile devices to produce user generated content (UGC), and share with friends or …
Asking multimodal clarifying questions in mixed-initiative conversational search
In mixed-initiative conversational search systems, clarifying questions aid users who
struggle to express their intentions in a single query. These questions aim to uncover user's …
struggle to express their intentions in a single query. These questions aim to uncover user's …
Using knowledge graphs for audio retrieval: a case study on copyright infringement detection
Identifying cases of intellectual property violation in multimedia files poses significant
challenges for the Internet infrastructure, especially when dealing with extensive document …
challenges for the Internet infrastructure, especially when dealing with extensive document …
A rule-based obfuscating focused crawler in the audio retrieval domain
The detection of violations of intellectual properties on multimedia files is a critical problem
for the current infrastructure of the Internet, especially within very large document collections …
for the current infrastructure of the Internet, especially within very large document collections …
Modeling uncertainty in bibliometrics and information retrieval: an information fusion approach
We describe ongoing research where the aim is to apply recent results from the research
field of information fusion to bibliometric analysis and information retrieval. We highlight the …
field of information fusion to bibliometric analysis and information retrieval. We highlight the …
Using Focused Crawlers with Obfuscation Techniques in the Audio Retrieval Domain
The detection of intellectual property violations in multimedia files poses a critical challenge
for the Internet infrastructure, particularly in the context of very large document collections …
for the Internet infrastructure, particularly in the context of very large document collections …
Multi-view learning review: understanding methods and their application
KI Bae, YS Lee, C Lim - The Korean Journal of Applied Statistics, 2019 - koreascience.kr
Multi-view learning considers data from various viewpoints as well as attempts to integrate
various information from data. Multi-view learning has been studied recently and has …
various information from data. Multi-view learning has been studied recently and has …