20 citations · 50 across the 7 of their papers we have counts for
8 papers
Fine-Grained Zero-Shot Learning with DNA as Side Information
Sarkhan Badirli, Zeynep Akata, George Mohler +2
Fine-grained zero-shot learning task requires some form of side-information to transfer discriminative information from seen to unseen classes. As manually annotated visual attribu…
Open Set Authorship Attribution toward Demystifying Victorian Periodicals
Sarkhan Badirli, Mary Borgo Ton, Abdulmecit Gungor +1
Existing research in computational authorship attribution (AA) has primarily focused on attribution tasks with a limited number of authors in a closed-set configuration. This restr…
Machine-Learning-Driven New Geologic Discoveries at Mars Rover Landing Sites: Jezero and NE Syrtis
Murat Dundar, Bethany L. Ehlmann, Ellen K. Leask
A hierarchical Bayesian classifier is trained at pixel scale with spectral data from the CRISM (Compact Reconnaissance Imaging Spectrometer for Mars) imagery. Its utility in detect…
Bayesian Nonparametrics for Non-exhaustive Learning
Yicheng Cheng, Bartek Rajwa, Murat Dundar
Non-exhaustive learning (NEL) is an emerging machine-learning paradigm designed to confront the challenge of non-stationary environments characterized by anon-exhaustive training s…
Bayesian Zero-Shot Learning
Sarkhan Badirli, Zeynep Akata, Murat Dundar
Object classes that surround us have a natural tendency to emerge at varying levels of abstraction. We propose a Bayesian approach to zero-shot learning (ZSL) that introduces the n…
Bayesian Non-Exhaustive Classification for Active Online Name Disambiguation
Baichuan Zhang, Murat Dundar, Mohammad Al Hasan
The name disambiguation task partitions a collection of records pertaining to a given name, such that there is a one-to-one correspondence between the partitions and a group of peo…