Search Results for author: Hasan Davulcu

Found 6 papers, 3 papers with code

memeBot: Towards Automatic Image Meme Generation

no code implementations30 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.

Meme Captioning Meme Classification +1

Graph Attention Auto-Encoders

1 code implementation26 May 2019 Amin Salehi, Hasan Davulcu

Moreover, node representations are regularized to reconstruct the graph structure.

Graph Attention Node Classification +1

Leveraging Uncertainty in Deep Learning for Selective Classification

no code implementations23 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.

Classification Decision Making +2

Sentiment-driven Community Profiling and Detection on Social Media

1 code implementation10 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

Orthogonal Rank-One Matrix Pursuit for Low Rank Matrix Completion

1 code implementation4 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.

Low-Rank Matrix Completion

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