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Found 13 papers, 2 papers with code
Adaptive Input-image Normalization for Solving the Mode Collapse Problem in GAN-based X-ray Images
In this paper, both varieties of the mode collapse problem are investigated, and their subsequent impact on the diversity of synthetic X-ray images is evaluated.
Assessing Intra-class Diversity and Quality of Synthetically Generated Images in a Biomedical and Non-biomedical Setting
Biomedical image features are sensitive to evaluating the efficacy of synthetic images.
A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis
The proposed architecture is compared with the multi-scale gradient GAN (MSG-GAN) to assess the diversity of generated synthetic images.
Evaluating the Quality and Diversity of DCGAN-based Generatively Synthesized Diabetic Retinopathy Imagery
Furthermore, the metrics' capacity to indicate the quality and diversity of synthetic images and a correlation with classifier performance is undertaken.
Addressing the Intra-class Mode Collapse Problem using Adaptive Input Image Normalization in GAN-based X-ray Images
It is important to generate synthetic images that incorporate a diverse range of features to accurately represent the distribution of features present in the training imagery.
A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis
This is due to deep learning models requiring large image datasets to provide high-level performance.
DPNCT: A Differential Private Noise Cancellation Scheme for Load Monitoring and Billing for Smart Meters
In this paper, we propose a technique - Differential Privacy with Noise Cancellation Technique (DPNCT) - to maximize utility in aggregated load monitoring and fair billing while preserving users privacy by using noise cancellation mechanism on differentially private data.
Cryptography and Security
Optimizing Blockchain Based Smart Grid Auctions: A Green Revolution
After that, we analyze technical works that have developed blockchain based energy auctions from green perspective.
Cryptography and Security
VPT: Privacy Preserving Energy Trading and Block Mining Mechanism for Blockchain based Virtual Power Plants
Collectively, we propose a private decentralized VPP trading model and named it as Virtual Private Trading (VPT) model.
Cryptography and Security
Differentially Private Demand Side Management for Incentivized Dynamic Pricing in Smart Grid
In this context, usage based dynamic pricing strategies of DSM plays their role and provide users with specific incentives that help shaping their load curve according to the forecasted load.
Cryptography and Security
Control over Skies: Survivability, Coverage, and Mobility Laws for Hierarchical Aerial Base Stations
Aerial Base Stations (ABSs) have gained significant importance in the next generation of wireless networks for accommodating mobile ground users and flash crowds with high convenience and quality.
Differential Privacy Techniques for Cyber Physical Systems: A Survey
Modern cyber physical systems (CPSs) has widely being used in our daily lives because of development of information and communication technologies (ICT). With the provision of CPSs, the security and privacy threats associated to these systems are also increasing.
Cryptography and Security
A Tutorial on the Implementation of Ad-hoc On Demand Distance Vector (AODV) Protocol in Network Simulator (NS-2)
The Network Simulator (NS-2) is a most widely used network simulator.
Networking and Internet Architecture
