activity
20182020
most citedLeveraging Uncertainty in Deep Learning for Selective Classification

5 citations · 9 across the 3 of their papers we have counts for

collaborators

6 papers

cs.CL20204 cited

memeBot: Towards Automatic Image Meme Generation

Aadhavan Sadasivam, Kausic Gunasekar, Hasan Davulcu +1

Image memes have become a widespread tool used by people for interacting and exchanging ideas over social media, blogs, and open messengers. This work proposes to treat automatic i…

cs.SI2020

A Feature-Driven Approach for Identifying Pathogenic Social Media Accounts

Hamidreza Alvari, Ghazaleh Beigi, Soumajyoti Sarkar +4

Over the past few years, we have observed different media outlets' attempts to shift public opinion by framing information to support a narrative that facilitate their goals. Malic…

cs.LG2019

Graph Attention Auto-Encoders

Amin Salehi, Hasan Davulcu

Auto-encoders have emerged as a successful framework for unsupervised learning. However, conventional auto-encoders are incapable of utilizing explicit relations in structured data…

cs.LG20195 cited

Leveraging Uncertainty in Deep Learning for Selective Classification

Mehmet Yigit Yildirim, Mert Ozer, Hasan Davulcu

The wide and rapid adoption of deep learning by practitioners brought unintended consequences in many situations such as in the infamous case of Google Photos' racist image recogni…

cs.SI2018

Detecting Antagonistic and Allied Communities on Social Media

Amin Salehi, Hasan Davulcu

Community detection on social media has attracted considerable attention for many years. However, existing methods do not reveal the relations between communities. Communities can…

cs.SI2018

Sentiment-driven Community Profiling and Detection on Social Media

Amin Salehi, Mert Ozer, Hasan Davulcu

Web 2.0 helps to expand the range and depth of conversation on many issues and facilitates the formation of online communities. Online communities draw various individuals together…