Deep Learning for 3D Point Clouds: A Survey Point cloud learning has lately attracted increasing attention due to its wide applications in many areas, such as computer vision, autonomous driving, and... Y Guo,H Wang,Q Hu,... - 《IEEE Transactions on Pattern Analysis & Machine Intelligence》...
Radu, V., et al.: Multimodal deep learning for activity and context recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1, 157:1–157:27 (2018) Ramachandram, D., Taylor, G.W.: Deep multimodal learning: a survey on recent advances and trends. IEEE Signal Process. Mag. ...
Section 2 first explains the terms deep learning, log data, and anomaly detection, and then provides an overview of common challenges. We explain our methodology for selecting relevant publications and carrying out the survey in Section 3. Section 4 presents all results of our survey in detail....
Nowadays, Internet of Things (IoT) gives rise to a huge amount of data. IoT nodes equipped with smart sensors can immediately extract meaningful knowledge from the data through machine learning techn...
What are the reasons for the limited use of model-based Deep Reinforcement Learning (DRL) in recommender systems? What emerging topics are highlighted in the survey regarding DRL-based recommender systems? What is the primary focus of the survey on deep reinforcement learning in recommender systems...
Deep reinforcement learning augments the reinforcement learning framework and utilizes the powerful representation of deep neural networks. Recent works ha
This paper aims to explore the application of deep learning in smart contract vulnerabilities detection. Smart contracts are an essential part of blockchain technology and are crucial for developing decentralized applications. However, smart contract vul
👏 Survey of Deep Metric Learning Traditionally, they have defined metrics in a variety of ways, including pairwise distance, similarity, and probability distribution. 💡 I hope that many people will learn about metric learning through this repository. ...
In addition, big search solutions can provide intelligent answers to users, making retrieval technology based on user emotion analysis an important research task for big search. 3.4. Information prediction As the Internet has developed, many people rely on it for information and communication sharing,...
and present a new taxonomy in the field of artificial intelligence. This survey thoroughly examines recent literature concerning deep learning and machine learning techniques applied to IoT security, constituting a substantial contribution to the field. The main contributions of this paper are as follows...