Papers

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4D Panoptic LiDAR Segmentation , arXiv:2102.12472 [Cs], Feb. 2021
CVPR 2021PDF

Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs , IEEE Transactions on Geoscience and Remote Sensing, 1–16.PDF

Comparison of Semi-Automatic and Deep Learning-Based Automatic Methods for Liver Segmentation in Living Liver Transplant Donors , Diagnostic and Interventional Radiology, vol. 26, no. 1, Jan. 2020, pp. 11–21PDF

EfficientSeg: An Efficient Semantic Segmentation Network , ArXiv:2009.06469 [Cs], Oct. 2020PDF

Relative Depth Estimation as a Ranking Problem , ArXiv:2010.06944 [Cs], Oct. 2020PDF

A New Distributional Ranking Loss With Uncertainty: Illustrated in Relative Depth Estimation , ArXiv:2010.07091 [Cs], Oct. 2020PDF

Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks , ArXiv:2011.01730 [Cs], Nov. 2020PDF

Deshufflegan: A Self-Supervised Gan to Improve Structure Learning , 2020 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, 2020, pp. 708-712PDF

Anncolvar: Approximation of Complex Collective Variables by Artificial Neural Networks for Analysis and Biasing of Molecular Simulations , Frontiers in Molecular Biosciences, 6.PDF

Supervised Classification of White Matter Fibers Based on Neighborhood Fiber Orientation Distributions Using an Ensemble of Neural Networks , Computational Diffusion MRI (pp. 143–154). Springer International Publishing.

Semantic Segmentation with Extended DeepLabv3 Architecture , 2019 27th Signal Processing and Communications Applications Conference (SIU), 2019, pp. 1–4PDF

Multi Modal Convolutional Neural Networks for Brain Tumor Segmentation , ArXiv:1809.06191 [Cs], Sept. 2018PDF

Generative Adversarial Training for MRA Image Synthesis Using Multi-contrast MRI PRedictive Intelligence in MEdicine, edited by Islem Rekik et al., Springer International Publishing, 2018, pp. 147–54

Diffusion MRI Spatial Super-Resolution Using Generative Adversarial Networks PRedictive Intelligence in MEdicine , edited by Islem Rekik et al., Springer International Publishing, 2018, pp. 155–63

Turkish Lira Banknotes Classification Using Deep Convolutional Neural Networks , 2018 26th Signal Processing and Communications Applications Conference (SIU), Izmir, 2018, pp. 1-4PDF

Cerebral Vessel Classification With Convolutional Neural Networks , 2017 25th Signal Processing and Communications Applications Conference (SIU), 2017, pp. 1–4PDF