no code implementations • 8 Jan 2019 • Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel
In this paper, we run an experiment on movie ratings data, where we analyze the effect on embedding quality caused by several fusion strategies in neural networks.
no code implementations • 9 Nov 2018 • Philipp Blandfort, Jörn Hees, Desmond U. Patton
Second, what if the "beholder" is a computer model, i. e., how can we explain a computer model's point of view?
no code implementations • 15 Oct 2018 • Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel
Subjective visual interpretation is a challenging yet important topic in computer vision.
no code implementations • 23 Jul 2018 • Philipp Blandfort, Desmond Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen McKeown, Shih-Fu Chang
In this paper we partnered computer scientists with social work researchers, who have domain expertise in gang violence, to analyze how public tweets with images posted by youth who mention gang associations on Twitter can be leveraged to automatically detect psychosocial factors and conditions that could potentially assist social workers and violence outreach workers in prevention and early intervention programs.