Alican Bozkurt

According to our database, Alican Bozkurt authored at least 17 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Virchow: A Million-Slide Digital Pathology Foundation Model.

Eugene Vorontsov, Alican Bozkurt, Adam Casson, George Shaikovski, Michal Zelechowski, Siqi Liu, Philippe Mathieu, Alexander van Eck, Donghun Lee, Julian Viret, Eric Robert, Yi Kan Wang, Jeremy D. Kunz, Matthew C. H. Lee, Jan Bernhard, Ran A. Godrich, Gerard Oakley, Ewan Millar, Matthew G. Hanna, Juan Retamero, William A. Moye, Razik Yousfi, Christopher Kanan, David S. Klimstra, Brandon Rothrock, Thomas J. Fuchs

CoRR, 2023

2021

Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net).

Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Caterina Longo, Giovanni Pellacani, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha

Medical Image Anal., 2021

Rate-Regularization and Generalization in Variational Autoencoders.

Alican Bozkurt, Babak Esmaeili, Jean-Baptiste Tristan, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2019

Evaluating Combinatorial Generalization in Variational Autoencoders.

Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

CoRR, 2019

Structured Disentangled Representations.

Babak Esmaeili, Hao Wu, Sarthak Jain, Alican Bozkurt, N. Siddharth, Brooks Paige, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Can VAEs Generate Novel Examples?

Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

CoRR, 2018

A Multiresolution Deep Learning Framework for Automated Annotation of Reflectance Confocal Microscopy Images.

Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha

CoRR, 2018

A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin.

Alican Bozkurt, Kivanç Köse, Christi Alessi-Fox, Melissa Gill, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention.

Alican Bozkurt, Kivanç Köse, Jaume Coll-Font, Christi Alessi-Fox, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha

CoRR, 2017

Delineation of Skin Strata in Reflectance Confocal Microscopy Images with Recurrent Convolutional Networks.

Alican Bozkurt, Trevor Gale, Kivanç Köse, Christi Alessi-Fox, Dana H. Brooks, Milind Rajadhyaksha, Jennifer G. Dy

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2015

Classifying fonts and calligraphy styles using complex wavelet transform.

Alican Bozkurt, Pinar Duygulu, A. Enis Çetin

Signal Image Video Process., 2015

Multiplication-free Neural Networks.

Cem Emre Akbas, Alican Bozkurt, A. Enis Çetin, Rengül Çetin-Atalay, Aysegul Uner

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

Deconvolution Using Projections Onto The Epigraph Set of a Convex Cost Function.

Mohammad Tofighi, Alican Bozkurt, Ahmet Enis Çetin

CoRR, 2014

Approximate Computation of DFT without Performing Any Multiplications: Applications to Radar Signal Processing.

Alican Bozkurt, Musa Tunç Arslan, Rasim Akin Sevimli, Cem Emre Akbas, A. Enis Çetin

CoRR, 2014

Deconvolution using projections onto the epigraph set of a convex cost function.

Mohammad Tofighi, Alican Bozkurt, Kivanç Köse, A. Enis Çetin

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Approximate computation of DFT without performing any multiplications: Application to radar signal processing.

Musa Tunç Arslan, Alican Bozkurt, Rasim Akin Sevimli, Cem Emre Akbas, Ahmet Enis Çetin

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013

Projections onto convex sets (POCS) based optimization by lifting.

A. Enis Çetin, Alican Bozkurt, Osman Günay, Yusuf Hakan Habiboglu, Kivanç Köse, Ibrahim Onaran, Mohammad Tofighi, Rasim Akin Sevimli

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013