Gozde Unal

41 papers A* 1A 1B 3C 1Misc 1Journal 26Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
BONBID-HIE 2023: Lesion Segmentation Challenge in BOston Neonatal Brain Injury Data for Hypoxic Ischemic Encephalopathy.
IEEE Trans. Medical Imaging
Rina Bao, Anna N. Foster, Ya'Nan Song, Rutvi Vyas, Ankush Kesri, Imad Eddine Toubal, Elham Soltani Kazemi, Gani Rahmon, Taci Kucukpinar, Mohamed Almansour, Mai-Lan Ho, Kannappan Palaniappan, Dean Ninalga, Chiranjeewee Prasad Koirala, Sovesh Mohapatra, Gottfried Schlaug, Marek Wodzinski, Henning Müller, David G. Ellis, Michele R. Aizenberg, M. Arda Aydin, Elvin Abdinli, Gozde Unal, Nazanin Tahmasebi, Kumaradevan Punithakumar, Tian Song, Yun Peng, Sara V. Bates, Randy Hirschtick, Patricia Ellen Grant, Yangming Ou
2026 J jnl
Disentanglement with factor quantized variational autoencoders.
Neurocomputing
Gulcin Baykal, Melih Kandemir, Gozde Unal
2025 — conf
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements.
CVPR Workshops
M. Arda Aydin, Efe Mert Çirpar, Elvin Abdinli, Gozde Unal, Yusuf Hüseyin Sahin
2025 A conf
UniMLR: Modeling Implicit Class Significance for Multi-Label Ranking.
ECAI
Vahit Bugra Yesilkaynak, Emine Dari, Alican Mertan, Gozde Unal
2025 J jnl
UniMLR: Modeling Implicit Class Significance for Multi-Label Ranking.
CoRR
Vahit Bugra Yesilkaynak, Emine Dari, Alican Mertan, Gozde Unal
2024 B conf
A Study Regarding Machine Unlearning on Facial Attribute Data.
FG
Emircan Gündogdu, Altay Unal, Gozde Unal
2024 J jnl
Calibrating Bayesian UNet++ for Sub-Seasonal Forecasting.
CoRR
Busra Asan, Abdullah Akgül, Alper Ünal, Melih Kandemir, Gozde Unal
2024 — conf
Continual learning of multi-modal dynamics with external memory.
L4DC
Abdullah Akgül, Gozde Unal, Melih Kandemir
2024 J jnl
Disentanglement with Factor Quantized Variational Autoencoders.
CoRR
Gulcin Baykal, Melih Kandemir, Gozde Unal
2024 J jnl
EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders.
Pattern Recognit.
Gulcin Baykal, Melih Kandemir, Gozde Unal
2024 J jnl
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements.
CoRR
M. Arda Aydin, Efe Mert Çirpar, Elvin Abdinli, Gozde Unal, Yusuf Huseyin Sahin
2024 J jnl
PCLD: Point Cloud Layerwise Diffusion for Adversarial Purification.
CoRR
Mert Gulsen, Batuhan Cengiz, Yusuf Huseyin Sahin, Gozde Unal
2024 J jnl
epsilon-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition.
CoRR
Batuhan Cengiz, Mert Gulsen, Yusuf Huseyin Sahin, Gozde Unal
2024 B conf
∊-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition.
FG
Batuhan Cengiz, Mert Gülsen, Yusuf Huseyin Sahin, Gozde Unal
2023 J jnl
Climate Model Driven Seasonal Forecasting Approach with Deep Learning.
CoRR
Alper Ünal, Busra Asan, Ismail Sezen, Vahit Bugra Yesilkaynak, Yusuf Aydin, Mehmet Ilicak, Gozde Unal
2023 J jnl
EdVAE: Mitigating Codebook Collapse with Evidential Discrete Variational Autoencoders.
CoRR
Gulcin Baykal, Melih Kandemir, Gozde Unal
2023 J jnl
GaussianMLR: Learning Implicit Class Significance via Calibrated Multi-Label Ranking.
CoRR
Vahit Bugra Yesilkaynak, Emine Dari, Alican Mertan, Gozde Unal
2023 J jnl
Meta Continual Learning on Graphs with Experience Replay.
Trans. Mach. Learn. Res.
Altay Unal, Abdullah Akgül, Melih Kandemir, Gozde Unal
2023 C conf
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning.
ACML
Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal
2023 J jnl
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning.
CoRR
Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal
2023 — conf
SegResNet Based Reciprocal Transformation for BONBID-HIE Lesion Segmentation.
BONBID-HIE@MICCAI
M. Arda Aydin, Elvin Abdinli, Gozde Unal
2023 Misc conf
TinyPedSeg: A Tiny Pedestrian Segmentation Benchmark for Top-Down Drone Images.
MVA
Yusuf Huseyin Sahin, Elvin Abdinli, M. Arda Aydin, Gozde Unal
2022 J jnl
Continual Learning of Multi-modal Dynamics with External Memory.
CoRR
Abdullah Akgül, Gozde Unal, Melih Kandemir
2022 A* conf
Evidential Turing Processes.
ICLR
Melih Kandemir, Abdullah Akgül, Manuel Haußmann, Gozde Unal
2022 J jnl
Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks.
Pattern Recognit.
Gulcin Baykal, Furkan Ozcelik, Gozde Unal
2022 — conf
Facial Expressions Detection of Children with Hearing Impairment.
SIU
Muruvvet Bozkurt, Firat Öncel, Cemal Gurpinar, Hatice Kose, Gozde Unal
2022 J jnl
How to Combine Variational Bayesian Networks in Federated Learning.
CoRR
Atahan Ozer, Kadir Burak Buldu, Abdullah Akgül, Gozde Unal
2022 J jnl
ODFNet: Using orientation distribution functions to characterize 3D point clouds.
Comput. Graph.
Yusuf Huseyin Sahin, Alican Mertan, Gozde Unal
2022 J jnl
RLSEP: Learning Label Ranks for Multi-label Classification.
CoRR
Emine Dari, Vahit Bugra Yesilkaynak, Alican Mertan, Gozde Unal
2022 J jnl
Single image depth estimation: An overview.
Digit. Signal Process.
Alican Mertan, Damien Jade Duff, Gozde Unal
2022 J jnl
Symmetry and Variance: Generative Parametric Modelling of Historical Brick Wall Patterns.
CoRR
Sevgi Altun, Mustafa Cem Günes, Yusuf Huseyin Sahin, Alican Mertan, Gozde Unal, Mine Özkar
2022 — conf
UGQE: Uncertainty Guided Query Expansion.
ICPRAI (1)
Firat Öncel, Mehmet Aygün, Gulcin Baykal, Gozde Unal
2021 J jnl
Detecting Visual Design Principles in Art and Architecture through Deep Convolutional Neural Networks.
CoRR
Gozdenur Demir, Asli Cekmis, Vahit Bugra Yesilkaynak, Gozde Unal
2021 J jnl
Evidential Turing Processes.
CoRR
Melih Kandemir, Abdullah Akgül, Manuel Haußmann, Gozde Unal
2021 J jnl
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs.
IEEE Trans. Geosci. Remote. Sens.
Furkan Ozcelik, Ugur Alganci, Elif Sertel, Gozde Unal
2021 J jnl
Single Image Depth Estimation: An Overview.
CoRR
Alican Mertan, Damien Jade Duff, Gozde Unal
2021 — conf
Synthesizing Point Cloud Data Set for Historical Dome Systems.
CAAD Futures
Mustafa Cem Günes, Alican Mertan, Yusuf Hüseyin Sahin, Gozde Unal, Mine Özkar
2021 J jnl
Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation.
CoRR
Ufuk Demir, Atahan Ozer, Yusuf Huseyin Sahin, Gozde Unal
2021 — conf
Uncertainty-Based Dynamic Graph Neighborhoods for Medical Segmentation.
PRIME@MICCAI
Ufuk Demir, Atahan Ozer, Yusuf Huseyin Sahin, Gozde Unal
2020 — conf
A New Distributional Ranking Loss With Uncertainty: Illustrated in Relative Depth Estimation.
3DV
Alican Mertan, Yusuf Huseyin Sahin, Damien Jade Duff, Gozde Unal
2020 B conf
Deshufflegan: A Self-Supervised Gan to Improve Structure Learning.
ICIP
Gulcin Baykal, Gozde Unal