Publications
FluxSpace: Disentangled Semantic Editing in Rectified Flow Transformers
Yusuf Dalva, Kavana Venkatesh, Pinar Yanardag
CVPR 2025
Context Canvas: Enhancing Text-to-Image Diffusion Models with Knowledge Graph-Based RAG
Kavana Venkatesh, Yusuf Dalva, Ismini Lourentzou, Pinar Yanardag
arXiv, 2024
GANTASTIC: GAN-based Transfer of Interpretable Directions for Disentangled Image Editing in Text-to-Image Diffusion Models
Yusuf Dalva, Hidir Yesiltepe, Pinar Yanardag
arXiv, 2024
NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models
Yusuf Dalva, Pinar Yanardag
CVPR 2024 (Oral - top 0.8%)
The Curious Case of End Token: A Zero-Shot Disentangled Image Editing using CLIP
Hidir Yesiltepe, Yusuf Dalva, Pinar Yanardag
CVPR 2024 - AI4CC Workshop
Refining 3D Human Texture Estimation From a Single Image
Said Fahri Altindis, Adil Meric, Yusuf Dalva, Ugur Gudukbay, Aysegul Dundar
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Image-to-Image Translation With Disentangled Latent Vectors for Face Editing
Yusuf Dalva, Hamza Pehlivan, Oyku Irmak Hatipoglu, Cansu Moran, Aysegul Dundar
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Benchmarking the Robustness of Instance Segmentation Models
Yusuf Dalva, Hamza Pehlivan, Said Fahri Altindis, Aysegul Dundar
IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2023
StyleRes: Transforming the Residuals for Real Image Editing With StyleGAN
Hamza Pehlivan, Yusuf Dalva, Aysegul Dundar
CVPR 2023
VecGAN: Image-to-Image Translation with Interpretable Latent Directions
Yusuf Dalva, Said Fahri Altindis, Aysegul Dundar
ECCV 2022