[Back to top] Beneficial forgetting arises when the model contains private information that could lead to privacy breaches or when irrelevant information hinders the learning of new tasks. In these situations, forgetting becomes desirable as it helps protect privacy and facilitate efficient learning by...
Nsight Deep Learning Designer supports both password and private key authentication methods. In this dialog, select the authentication method and enter the following information: Password IP/Host Name: The IP address or host name of the target device. User Name: The user name to be used for the...
#Servergit clone https://github.com/the-deep/server.git server#Clientgit clone https://github.com/the-deep/client.git client#Client (ARY)git clone --branch=feature/only-ary https://github.com/the-deep/client.git ./ary-only-client#Deepl servicesgit clone https://github.com/the-deep/deep...
In the research process, most social science researchers collect Twitter data, such as text content, pictures, videos, and even private information such as the gender of the account owner, the age of the user, and ethnicity. Twitter is particularly challenging in ethics because its data is ...
The converging paths of blockchain, ML/DL, and IoT technologies present a change in basic assumptions towards a more secure and private IoT ecosystem. Researchers are tasked with navigating these advancements, ensuring that the integration not only addresses current challenges but also anticipates futu...
As pointed out in Section 4.5.4, a majority of the reviewed approaches make use of publicly available data sets to evaluate their approaches and only 7 publications rely on private data sets. The reproducibility of the presented results is thus relatively high, assuming that readers are willing ...
As the genetic sequencing will inevitably introduce additional pressure on the already overburdened healthcare services, it is likely that the genetic analysis may be outsourced to private sequencing services. Similar approaches have already been successfully adopted for other testing programmes (e.g. Ce...
[47] N/A 2D FCN Decision CSF/WM/GM Private data Patch 0.85/0.88/0.87 For multi-modal medical image segmentation, the fusion strategy takes an important role in order to achieve an accurate segmentation result. Conventional image fusion strategy learns a direct mapping between source images and ...
Furthermore, any entity interested in verifying the semantic content of a given image must be able to decode the authentication information, which means having access to the (private or public) key of the creator and/or the watermark detector. However, leaving to potentially malicious users both...
An experiment was carried out on public and private datasets collected from SRM Medical College Hospital and Research Centre, Kattankulathur. The experienced ophthalmologist labeled all retinal fundus images and classified them into various stages based on the severity level. Various pre-trained models ...