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06/15/2023
Employing Multimodal Machine Learning for Stress Detection
In the current age, human lifestyle has become more knowledge oriented l...
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05/12/2023
WEDGE: A multi-weather autonomous driving dataset built from generative vision-language models
The open road poses many challenges to autonomous perception, including ...
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03/14/2023
Transfer Learning for Real-time Deployment of a Screening Tool for Depression Detection Using Actigraphy
Automated depression screening and diagnosis is a highly relevant proble...
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04/03/2022
RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems
Modern applications such as self-driving cars and drones rely heavily up...
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04/03/2022
In Rain or Shine: Understanding and Overcoming Dataset Bias for Improving Robustness Against Weather Corruptions for Autonomous Vehicles
Several popular computer vision (CV) datasets, specifically employed for...
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03/20/2022
Explainable Misinformation Detection Across Multiple Social Media Platforms
In this work, the integration of two machine learning approaches, namely...
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02/07/2022
Comprehensive survey of computational learning methods for analysis of gene expression data in genomics
Computational analysis methods including machine learning have a signifi...
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08/04/2021
Incremental learning of LSTM framework for sensor fusion in attitude estimation
This paper presents a novel method for attitude estimation of an object ...
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07/29/2021
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions
Multimodal deep learning systems which employ multiple modalities like t...
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05/21/2021
Stance Detection with BERT Embeddings for Credibility Analysis of Information on Social Media
The evolution of electronic media is a mixed blessing. Due to the easy a...
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05/17/2021
A Review on Explainability in Multimodal Deep Neural Nets
Artificial Intelligence techniques powered by deep neural nets have achi...
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05/17/2021
Comparison of machine learning and deep learning techniques in promoter prediction across diverse species
Gene promoters are the key DNA regulatory elements positioned around the...
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05/11/2021
Role of Artificial Intelligence in Detection of Hateful Speech for Hinglish Data on Social Media
Social networking platforms provide a conduit to disseminate our ideas, ...
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05/22/2018