no code implementations • 30 Apr 2020 • Aadhavan Sadasivam, Kausic Gunasekar, Hasan Davulcu, Yezhou Yang
For a given input sentence, an image meme is generated by combining a meme template image and a text caption where the meme template image is selected from a set of popular candidates using a selection module, and the meme caption is generated by an encoder-decoder model.
1 code implementation • 26 May 2019 • Amin Salehi, Hasan Davulcu
Moreover, node representations are regularized to reconstruct the graph structure.
no code implementations • 23 May 2019 • 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 recognition algorithm; thus, necessitated the utilization of the quantified uncertainty for each prediction.
1 code implementation • 10 May 2018 • Amin Salehi, Mert Ozer, Hasan Davulcu
Most existing community detection methods merely focus on discovering communities without providing any insight regarding the collective opinions of community members and the motives behind the formation of communities.
Social and Information Networks
no code implementations • 5 Aug 2016 • Mert Ozer, Nyunsu Kim, Hasan Davulcu
Community detection is a fundamental task in social network analysis.
1 code implementation • 4 Apr 2014 • Zheng Wang, Ming-Jun Lai, Zhaosong Lu, Wei Fan, Hasan Davulcu, Jieping Ye
Numerical results show that our proposed algorithm is more efficient than competing algorithms while achieving similar or better prediction performance.