Variational autoencoders with triplet loss for representation learning. - Çagatay Isil; Berkan Solmaz; Aykut Koç (SIU, 2018)

Deep Iterative Reconstruction for Phase Retrieval. - Çagatay Isil; Figen S. Oktem; Aykut Koç (CoRR, 2019)

Super-resolution image display using diffractive decoders. - Çagatay Isil; Deniz Mengu; Yifan Zhao; Anika Tabassum; Jingxi Li; Yi Luo 009; Mona Jarrahi; Aydogan Ozcan (CoRR, 2022)

Learning Diffractive Optical Communication Around Arbitrary Opaque Occlusions. - Md Sadman Sakib Rahman; Tianyi Gan; Emir Arda Deger; Çagatay Isil; Mona Jarrahi; Aydogan Ozcan (CoRR, 2023)

All-optical image denoising using a diffractive visual processor. - Çagatay Isil; Tianyi Gan; F. Onuralp Ardic; Koray Mentesoglu; Jagrit Digani; Hüseyin Karaca; Hanlong Chen; Jingxi Li; Deniz Mengu; Mona Jarrahi; Kaan Aksit; Aydogan Ozcan (CoRR, 2023)

Subwavelength Imaging using a Solid-Immersion Diffractive Optical Processor. - Jingtian Hu; Kun Liao; Niyazi Ulas Dinç; Carlo Gigli; Bijie Bai; Tianyi Gan; Xurong Li; Hanlong Chen; Xilin Yang; Yuhang Li; Çagatay Isil; Md Sadman Sakib Rahman; et al. (CoRR, 2024)

Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data. - Michael John Fanous; Paloma Casteleiro Costa; Çagatay Isil; Luzhe Huang; Aydogan Ozcan (CoRR, 2024)

Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning. - Çagatay Isil; Hatice Ceylan Koydemir; Merve Eryilmaz; Kevin de Haan; Nir Pillar; Koray Mentesoglu; Aras Firat Unal; Yair Rivenson; Sukantha Chandrasekaran; Omai B. Garner; Aydogan Ozcan (CoRR, 2024)

Unidirectional imaging with partially coherent light. - Guangdong Ma; Che-Yung Shen; Jingxi Li; Luzhe Huang; Çagatay Isil; F. Onuralp Ardic; Xilin Yang; Yuhang Li; Yuntian Wang; Md Sadman Sakib Rahman; Aydogan Ozcan (CoRR, 2024)

Deep Plug-and-Play HIO Approach for Phase Retrieval. - Çagatay Isil; Figen S. Oktem (CoRR, 2024)

Deep learning-enabled computational imaging: from diffractive computing to microscopy - Çagatay Isil (2025)