Works (3)
Updated: July 5th, 2023 15:37
2019 journal article
Deep Dictionary Learning: A PARametric NETwork Approach
IEEE TRANSACTIONS ON IMAGE PROCESSING, 28(10), 4790–4802.
author keywords: Image classification; deep learning; sparse representation
TL;DR:
The performance of the proposed hierarchical method increases by adding more layers, which consequently makes this model easier to tune and adapt and shows a remarkably lower fooling rate in the presence of adversarial perturbation.
(via Semantic Scholar)
open access via arxiv.org (repository)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: Web Of Science
Added: August 26, 2019
2019 article
Sparse Generative Adversarial Network
2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW), pp. 3063–3071.
TL;DR:
A new approach to Generative Adversarial Networks (GANs) to achieve an improved performance with additional robustness to its so-called and well-recognized mode collapse, by mapping the desired data onto a frame-based space for a sparse representation to lift any limitation of small support features prior to learning the structure.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: September 7, 2020
2016 journal article
Information Diffusion of Topic Propagation in Social Media
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, 2(4), 569–581.
author keywords: Computer networks; information diffusion; multi-layer network; topic propagation
TL;DR:
The goal in this paper is to predict the specific states of the agents, as their observed resources evolve in time and get updated, using a notion of a supra-Laplacian matrix to address such a generalized diffusion of an interconnected network starting with the classical “graph Laplacians.”
(via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018