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02/13/2023
Capsules as viewpoint learners for human pose estimation
The task of human pose estimation (HPE) deals with the ill-posed problem...
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03/07/2022
Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks
Deep neural networks achieve outstanding results in a large variety of t...
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11/22/2021
Visual Sentiment Analysis: A Natural DisasterUse-case Task at MediaEval 2021
The Visual Sentiment Analysis task is being offered for the first time a...
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08/19/2021
DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders
Human Pose Estimation (HPE) aims at retrieving the 3D position of human ...
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11/30/2020
Flood Detection via Twitter Streams using Textual and Visual Features
The paper presents our proposed solutions for the MediaEval 2020 Flood-R...
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09/04/2020
Visual Sentiment Analysis from Disaster Images in Social Media
The increasing popularity of social networks and users' tendency towards...
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02/03/2020
Deriving Emotions and Sentiments from Visual Content: A Disaster Analysis Use Case
Sentiment analysis aims to extract and express a person's perception, op...
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10/10/2019
Sentiment Analysis from Images of Natural Disasters
Social media have been widely exploited to detect and gather relevant in...
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10/07/2019
Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satellite Sequences
In this paper we present our methods for the MediaEval 2019 Mul-timedia ...
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09/27/2019
Active Learning for Event Detection in Support of Disaster Analysis Applications
Disaster analysis in social media content is one of the interesting rese...
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01/14/2019
Natural Disasters Detection in Social Media and Satellite imagery: a survey
The analysis of natural disaster-related multimedia content got great at...
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01/10/2019