Gozde Unal

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 33

Top Topics

External Memory

Convolutional Neural Networks

Expression Recognition

Top Venues

Pattern Recognit.

Publications

Batuhan Cengiz, Mert Gulsen, Yusuf Huseyin Sahin, Gozde Unal
epsilon-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition. CoRR (2024)
Abdullah Akgül, Gozde Unal, Melih Kandemir
Continual learning of multi-modal dynamics with external memory. L4DC (2024)
Emircan Gündogdu, Altay Unal, Gozde Unal
A Study Regarding Machine Unlearning on Facial Attribute Data. FG (2024)
Batuhan Cengiz, Mert Gülsen, Yusuf Huseyin Sahin, Gozde Unal
∊-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition. FG (2024)
Gulcin Baykal, Melih Kandemir, Gozde Unal
EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders. Pattern Recognit. 156 (2024)
Mert Gulsen, Batuhan Cengiz, Yusuf Huseyin Sahin, Gozde Unal
PCLD: Point Cloud Layerwise Diffusion for Adversarial Purification. CoRR (2024)
Busra Asan, Abdullah Akgül, Alper Unal, Melih Kandemir, Gozde Unal
Calibrating Bayesian UNet++ for Sub-Seasonal Forecasting. CoRR (2024)
Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning. CoRR (2023)
Yusuf Huseyin Sahin, Elvin Abdinli, M. Arda Aydin, Gozde Unal
TinyPedSeg: A Tiny Pedestrian Segmentation Benchmark for Top-Down Drone Images. MVA (2023)
Alper Unal, Busra Asan, Ismail Sezen, Vahit Bugra Yesilkaynak, Yusuf Aydin, Mehmet Ilicak, Gozde Unal
Climate Model Driven Seasonal Forecasting Approach with Deep Learning. CoRR (2023)
Vahit Bugra Yesilkaynak, Emine Dari, Alican Mertan, Gozde Unal
GaussianMLR: Learning Implicit Class Significance via Calibrated Multi-Label Ranking. CoRR (2023)
Gulcin Baykal, Melih Kandemir, Gozde Unal
EdVAE: Mitigating Codebook Collapse with Evidential Discrete Variational Autoencoders. CoRR (2023)
Altay Unal, Abdullah Akgül, Melih Kandemir, Gozde Unal
Meta Continual Learning on Graphs with Experience Replay. Trans. Mach. Learn. Res. 2023 (2023)
Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning. ACML (2023)
Gulcin Baykal, Furkan Ozcelik, Gozde Unal
Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks. Pattern Recognit. 122 (2022)
Firat Oncel, Mehmet Aygün, Gulcin Baykal, Gozde Unal
UGQE: Uncertainty Guided Query Expansion. ICPRAI (1) (2022)
Atahan Ozer, Kadir Burak Buldu, Abdullah Akgül, Gozde Unal
How to Combine Variational Bayesian Networks in Federated Learning. CoRR (2022)
Yusuf Huseyin Sahin, Alican Mertan, Gozde Unal
ODFNet: Using orientation distribution functions to characterize 3D point clouds. Comput. Graph. 102 (2022)
Alican Mertan, Damien Jade Duff, Gozde Unal
Single image depth estimation: An overview. Digit. Signal Process. 123 (2022)
Emine Dari, Vahit Bugra Yesilkaynak, Alican Mertan, Gozde Unal
RLSEP: Learning Label Ranks for Multi-label Classification. CoRR (2022)
Sevgi Altun, Mustafa Cem Gunes, Yusuf Huseyin Sahin, Alican Mertan, Gozde Unal, Mine Özkar
Symmetry and Variance: Generative Parametric Modelling of Historical Brick Wall Patterns. CoRR (2022)
Melih Kandemir, Abdullah Akgül, Manuel Haußmann, Gozde Unal
Evidential Turing Processes. ICLR (2022)
Muruvvet Bozkurt, Firat Oncel, Cemal Gurpinar, Hatice Kose, Gozde Unal
Facial Expressions Detection of Children with Hearing Impairment. SIU (2022)
Abdullah Akgül, Gozde Unal, Melih Kandemir
Continual Learning of Multi-modal Dynamics with External Memory. CoRR (2022)
Melih Kandemir, Abdullah Akgül, Manuel Haußmann, Gozde Unal
Evidential Turing Processes. CoRR (2021)
Alican Mertan, Damien Jade Duff, Gozde Unal
Single Image Depth Estimation: An Overview. CoRR (2021)
Ufuk Demir, Atahan Ozer, Yusuf Huseyin Sahin, Gozde Unal
Uncertainty-Based Dynamic Graph Neighborhoods for Medical Segmentation. PRIME@MICCAI (2021)
Mustafa Cem Günes, Alican Mertan, Yusuf Hüseyin Sahin, Gozde Unal, Mine Özkar
Synthesizing Point Cloud Data Set for Historical Dome Systems. CAAD Futures (2021)
Gozdenur Demir, Asli Cekmis, Vahit Bugra Yesilkaynak, Gozde Unal
Detecting Visual Design Principles in Art and Architecture through Deep Convolutional Neural Networks. CoRR (2021)
Furkan Ozcelik, Ugur Alganci, Elif Sertel, Gozde Unal
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs. IEEE Trans. Geosci. Remote. Sens. 59 (4) (2021)
Ufuk Demir, Atahan Ozer, Yusuf Huseyin Sahin, Gozde Unal
Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation. CoRR (2021)
Gulcin Baykal, Gozde Unal
Deshufflegan: A Self-Supervised Gan to Improve Structure Learning. ICIP (2020)
Alican Mertan, Yusuf Huseyin Sahin, Damien Jade Duff, Gozde Unal
A New Distributional Ranking Loss With Uncertainty: Illustrated in Relative Depth Estimation. 3DV (2020)