Kivanç Köse

36 papers A* 1B 2Misc 1Journal 21Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automated triage of cancer-suspicious skin lesions with 3D total-body photography.
npj Digit. Medicine
Nicholas R. Kurtansky, Maura C. Gillis, Noel C. F. Codella, Brian D'Alessandro, Zongyuan Ge, Pascale Guitera, Allan C. Halpern, Harald Kittler, Josep Malvehy, Konstantinos Liopyris, Victoria Mar, Linda K. Martin, Lara Valeska Maul, Alexander Navarini, Tarlia Rajeswaran, Vin Rajeswaran, Nadia Reichman, H. Peter Soyer, Jochen Weber, Siyuan Yan, Veronica Rotemberg, Kivanç Köse
2025 J jnl
Grounding Multimodal Large Language Models with Quantitative Skin Attributes: A Retrieval Study.
CoRR
Max Torop, Masih Eskandar, Nicholas R. Kurtansky, Jinyang Liu, Jochen Weber, Octavia I. Camps, Veronica Rotemberg, Jennifer G. Dy, Kivanç Köse
2025 J jnl
On the Role of Calibration in Benchmarking Algorithmic Fairness for Skin Cancer Detection.
CoRR
Brandon Dominique, Prudence Lam, Nicholas R. Kurtansky, Jochen Weber, Kivanç Köse, Veronica Rotemberg, Jennifer G. Dy
2023 A* conf
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma.
NeurIPS
Max Torop, Aria Masoomi, Davin Hill, Kivanç Köse, Stratis Ioannidis, Jennifer G. Dy
2023 J jnl
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma.
CoRR
Max Torop, Aria Masoomi, Davin Hill, Kivanç Köse, Stratis Ioannidis, Jennifer G. Dy
2021 J jnl
Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net).
Medical Image Anal.
Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Caterina Longo, Giovanni Pellacani, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha
2021 J jnl
Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection.
CoRR
Max Torop, Sandesh Ghimire, WenQian Liu, Dana H. Brooks, Octavia I. Camps, Milind Rajadhyaksha, Jennifer G. Dy, Kivanç Köse
2020 J jnl
A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context.
CoRR
Veronica Rotemberg, Nicholas R. Kurtansky, Brigid Betz-Stablein, Liam J. Caffery, Emmanouil Chousakos, Noel Codella, Marc Combalia, Stephen W. Dusza, Pascale Guitera, David A. Gutman, Allan Halpern, Harald Kittler, Kivanç Köse, Steve Langer, Konstantinos Liopryis, Josep Malvehy, Shenara Musthaq, Jabpani Nanda, Ofer Reiter, George Shih, Alexander Stratigos, Philipp Tschandl, Jochen Weber, H. Peter Soyer
2020 J jnl
Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net).
CoRR
Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Caterina Longo, Giovanni Pellacani, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha
2018 — conf
A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin.
MICCAI (2)
Alican Bozkurt, Kivanç Köse, Christi Alessi-Fox, Melissa Gill, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha
2018 J jnl
A Multiresolution Deep Learning Framework for Automated Annotation of Reflectance Confocal Microscopy Images.
CoRR
Kivanç Köse, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha
2017 J jnl
A Marked Poisson Process Driven Latent Shape Model for 3D Segmentation of Reflectance Confocal Microscopy Image Stacks of Human Skin.
IEEE Trans. Image Process.
Sindhu Ghanta, Michael I. Jordan, Kivanç Köse, Dana H. Brooks, Milind Rajadhyaksha, Jennifer G. Dy
2017 J jnl
Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention.
CoRR
Alican Bozkurt, Kivanç Köse, Jaume Coll-Font, Christi Alessi-Fox, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha
2017 — conf
Delineation of Skin Strata in Reflectance Confocal Microscopy Images with Recurrent Convolutional Networks.
CVPR Workshops
Alican Bozkurt, Trevor Gale, Kivanç Köse, Christi Alessi-Fox, Dana H. Brooks, Milind Rajadhyaksha, Jennifer G. Dy
2016 J jnl
Phase and TV Based Convex Sets for Blind Deconvolution of Microscopic Images.
IEEE J. Sel. Top. Signal Process.
Mohammad Tofighi, Onur Yorulmaz, Kivanç Köse, Deniz Cansen Yildirim, Rengül Çetin-Atalay, A. Enis Çetin
2015 J jnl
Denoising images corrupted by impulsive noise using projections onto the epigraph set of the total variation function (PES-TV).
Signal Image Video Process.
Mohammad Tofighi, Kivanç Köse, A. Enis Çetin
2014 J jnl
Compressive sensing using the modified entropy functional.
Digit. Signal Process.
Kivanç Köse, Osman Gunay, A. Enis Çetin
2014 — conf
Deconvolution using projections onto the epigraph set of a convex cost function.
SIU
Mohammad Tofighi, Alican Bozkurt, Kivanç Köse, A. Enis Çetin
2014 B conf
Denoising using projections onto the epigraph set of convex cost functions.
ICIP
Mohammad Tofighi, Kivanç Köse, A. Enis Çetin
2014 J jnl
Signal Reconstruction Framework Based On Projections Onto Epigraph Set Of A Convex Cost Function (PESC).
CoRR
Mohammad Tofighi, Kivanç Köse, A. Enis Çetin
2013 J jnl
Denoising Using Projection Onto Convex Sets (POCS) Based Framework.
CoRR
Mohammad Tofighi, Kivanç Köse, Ahmet Enis Çetin
2013 — conf
Image Feature Extraction Using Compressive Sensing.
IP&C
Alaa Eleyan, Kivanç Köse, A. Enis Çetin
2013 — conf
Projections onto convex sets (POCS) based optimization by lifting.
GlobalSIP
A. Enis Çetin, Alican Bozkurt, Osman Günay, Yusuf Hakan Habiboglu, Kivanç Köse, Ibrahim Onaran, Mohammad Tofighi, Rasim Akin Sevimli
2012 — conf
Entropy functional based adaptive decision fusion framework.
SIU
Osman Günay, Behcet Ugur Töreyin, Kivanç Köse, A. Enis Çetin
2012 — conf
Entropy minimization based robust algorithm for adaptive networks.
SIU
Kivanç Köse, A. Enis Çetin, Osman Günay
2012 J jnl
Entropy-Functional-Based Online Adaptive Decision Fusion Framework With Application to Wildfire Detection in Video.
IEEE Trans. Image Process.
Osman Gunay, B. Ugur Töreyin, Kivanç Köse, A. Enis Çetin
2012 Misc conf
Filtered Variation method for denoising and sparse signal processing.
ICASSP
Kivanç Köse, Volkan Cevher, A. Enis Çetin
2012 — conf
Flame Detection for Video-Based Early Fire Warning for the Protection of Cultural Heritage.
EuroMed
Kosmas Dimitropoulos, Osman Gunay, Kivanç Köse, Fatih Erden, F. Chaabene, Filareti Tsalakanidou, Nikolaos Grammalidis, A. Enis Çetin
2012 — conf
Wavelet based flame detection using differential PIR sensors.
SIU
Fatih Erden, B. Ugur Töreyin, Emin Birey Soyer, I. Inac, Osman Günay, Kivanç Köse, A. Enis Çetin
2011 — conf
A multi-sensor network for the protection of cultural heritage.
EUSIPCO
Nikos Grammalidis, A. Enis Çetin, Kosmas Dimitropoulos, Filareti Tsalakanidou, Kivanç Köse, Osman Günay, Benedict Gouverneur, Dino Torri, Ercan E. Kuruoglu, Saverio Tozzi, Amel Benazza, Ferdaous Chaabane, Bilgin Kosucu, Cem Ersoy
2011 J jnl
Compressive Sensing Using the Entropy Functional
CoRR
Kivanç Köse, Osman Gunay, A. Enis Çetin
2011 J jnl
Low-Pass Filtering of Irregularly Sampled Signals Using a Set Theoretic Framework [Lecture Notes].
IEEE Signal Process. Mag.
Kivanç Köse, A. Enis Çetin
2011 J jnl
Online Adaptive Decision Fusion Framework Based on Entropic Projections onto Convex Sets with Application to Wildfire Detection in Video
CoRR
Osman Gunay, B. Ugur Töreyin, Kivanç Köse, A. Enis Çetin
2010 J jnl
3D Model compression using Connectivity-Guided Adaptive Wavelet Transform built into 2D SPIHT.
J. Vis. Commun. Image Represent.
Kivanç Köse, A. Enis Çetin, Ugur Güdükbay, Levent Onural
2010 B conf
Content-adaptive color transform for image compression.
ICIP
Alexander Suhre, Kivanç Köse, A. Enis Çetin, Metin N. Gurcan
2009 — conf
Progressive Compression of Digital Elevation Data using Meshes.
IGARSS (4)
Kivanç Köse, Erdal Yilmaz, A. Enis Çetin