8 citations · 15 across the 5 of their papers we have counts for
6 papers
Gen3DSR: Generalizable 3D Scene Reconstruction via Divide and Conquer from a Single View
Andreea Ardelean, Mert Özer, Bernhard Egger
Single-view 3D reconstruction is currently approached from two dominant perspectives: reconstruction of scenes with limited diversity using 3D data supervision or reconstruction of…
Exploring Multi-modal Neural Scene Representations With Applications on Thermal Imaging
Mert Özer, Maximilian Weiherer, Martin Hundhausen +1
Neural Radiance Fields (NeRFs) quickly evolved as the new de-facto standard for the task of novel view synthesis when trained on a set of RGB images. In this paper, we conduct a co…
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…
Discovering patterns of online popularity from time series
Mert Ozer, Anna Sapienza, Andrés Abeliuk +2
How is popularity gained online? Is being successful strictly related to rapidly becoming viral in an online platform or is it possible to acquire popularity in a steady and discip…
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…
Community Detection in Political Twitter Networks using Nonnegative Matrix Factorization Methods
Mert Ozer, Nyunsu Kim, Hasan Davulcu
Community detection is a fundamental task in social network analysis. In this paper, first we develop an endorsement filtered user connectivity network by utilizing Heider's struct…