33 citations · 43 across the 4 of their papers we have counts for
5 papers
Matrix-free Second-order Optimization of Gaussian Splats with Residual Sampling
Hamza Pehlivan, Andrea Boscolo Camiletto, Lin Geng Foo +2
3D Gaussian Splatting (3DGS) is widely used for novel view synthesis due to its high rendering quality and fast inference time. However, 3DGS predominantly relies on first-order op…
Warping the Residuals for Image Editing with StyleGAN
Ahmet Burak Yildirim, Hamza Pehlivan, Aysegul Dundar
StyleGAN models show editing capabilities via their semantically interpretable latent organizations which require successful GAN inversion methods to edit real images. Many works h…
Diverse Inpainting and Editing with GAN Inversion
Ahmet Burak Yildirim, Hamza Pehlivan, Bahri Batuhan Bilecen +1
Recent inversion methods have shown that real images can be inverted into StyleGAN's latent space and numerous edits can be achieved on those images thanks to the semantically rich…
Image-to-Image Translation with Disentangled Latent Vectors for Face Editing
Yusuf Dalva, Hamza Pehlivan, Cansu Moran +2
We propose an image-to-image translation framework for facial attribute editing with disentangled interpretable latent directions. Facial attribute editing task faces the challenge…
Benchmarking the Robustness of Instance Segmentation Models
Yusuf Dalva, Hamza Pehlivan, Said Fahri Altindis +1
This paper presents a comprehensive evaluation of instance segmentation models with respect to real-world image corruptions as well as out-of-domain image collections, e.g. images…