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Deep Learning for Dialogue Systems
With the rapid progress of deep neural models and the explosion of data resources, dialogue systems that supports extensive topics and chit-chat conversations are emerging in …
A Comprehensive Review of Modern Object Segmentation Approaches
Automated visual recognition tasks such as image classification, image captioning, object detection and image segmentation are essential for image and video processing. Of these, …
Deep Learning
Deep Learning provides an overview of general deep learning methodology and its applications to a variety of signal and information processing tasks. The application areas are …
Culture and Consumer Behavior
Culture and Consumer Behavior explains the importance of cultural literacy in marketing, and why a solid understanding is vital to successful international marketing efforts. The …
Graph Neural Networks for Natural Language Processing
Deep learning has become the dominant approach in addressing various tasks in Natural Language Processing (NLP). Although text inputs are typically represented as a sequence of …
Cloud and Edge Computing for Connected and Automated Vehicles
The recent development of cloud computing and edge computing shows great promise for the Connected and Automated Vehicle (CAV), by enabling CAVs to offload their massive on-board …