| 2025 | ICML | DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space. | Mang Ning, Mingxiao Li, Jianlin Su, Haozhe Jia, Lanmiao Liu, Martin Benes, Wenshuo Chen, Albert Ali Salah, Itir nal Ertugrul |
| 2024 | ACII | Video Swin Transformers in Pain Detection: A Comprehensive Evaluation of Effectiveness, Generalizability, and Explainability. | Maximilian Rau, Itir nal Ertugrul |
| 2024 | ICLR | Elucidating the Exposure Bias in Diffusion Models. | Mang Ning, Mingxiao Li, Jianlin Su, Albert Ali Salah, Itir nal Ertugrul |
| 2023 | ACII | PyAFAR: Python-based Automated Facial Action Recognition library for use in Infants and Adults. | Saurabh Hinduja, Itir nal Ertugrul, Maneesh Bilalpur, Daniel S. Messinger, Jeffrey F. Cohn |
| 2023 | ICMI | Deciphering Entrepreneurial Pitches: A Multimodal Deep Learning Approach to Predict Probability of Investment. | Pepijn Van Aken, Merel M. Jung, Werner Liebregts, Itir nal Ertugrul |
| 2023 | ICMI | Do Body Expressions Leave Good Impressions? - Predicting Investment Decisions based on Pitcher's Body Expressions. | Merel M. Jung, Mark Van Vlierden, Werner Liebregts, Itir nal Ertugrul |
| 2022 | ICMI | Predicting evaluations of entrepreneurial pitches based on multimodal nonverbal behavioral cues and self-reported characteristics. | Kostas Stoitsas, Itir nal Ertugrul, Werner Liebregts, Merel M. Jung |
| 2022 | ICPR | To Invest or Not to Invest: Using Vocal Behavior to Predict Decisions of Investors in an Entrepreneurial Context. | Ilona Goossens, Merel M. Jung, Werner Liebregts, Itir nal Ertugrul |
| 2021 | WACV | Synthetic Expressions are Better Than Real for Learning to Detect Facial Actions. | Koichiro Niinuma, Itir nal Ertugrul, Jeffrey F. Cohn, Lszl A. Jeni |
| 2020 | ICMI | Automated Detection of Optimal DBS Device Settings. | Yaohan Ding, Itir nal Ertugrul, Ali Darzi, Nicole R. Provenza, Lszl A. Jeni, David A. Borton, Wayne K. Goodman, Jeffrey F. Cohn |
| 2020 | ICMI | Multimodal Interaction in Psychopathology. | Itir nal Ertugrul, Jeffrey F. Cohn, Hamdi Dibeklioglu |
| 2019 | ACII | FACS3D-Net: 3D Convolution based Spatiotemporal Representation for Action Unit Detection. | Le Yang, Itir nal Ertugrul, Jeffrey F. Cohn, Zakia Hammal, Dongmei Jiang, Hichem Sahli |
| 2019 | BMVC | PAttNet: Patch-attentive deep network for action unit detection. | Itir nal Ertugrul, Lszl A. Jeni, Jeffrey F. Cohn |
| 2019 | BMVC | Unmasking the Devil in the Details: What Works for Deep Facial Action Coding? | Koichiro Niinuma, Lszl A. Jeni, Itir nal Ertugrul, Jeffrey F. Cohn |
| 2018 | CVPR | FACSCaps: Pose-Independent Facial Action Coding With Capsules. | Itir nal Ertugrul, Lszl A. Jeni, Jeffrey F. Cohn |
| 2018 | ICMI | Automated Affect Detection in Deep Brain Stimulation for Obsessive-Compulsive Disorder: A Pilot Study. | Jeffrey F. Cohn, Lszl A. Jeni, Itir nal Ertugrul, Donald Malone, Michael S. Okun, David A. Borton, Wayne K. Goodman |
| 2018 | MICCAI | Modeling Brain Networks with Artificial Neural Networks. | Baran Baris Kivilcim, Itir nal Ertugrul, Fatos Tnay Yarman Vural |