Itir Önal Ertugrul

38 papers A* 2A 3B 10Journal 14Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Spectrum Matching: a Unified Perspective for Superior Diffusability in Latent Diffusion. CoRR Mang Ning, Mingxiao Li, Le Zhang, Lanmiao Liu, Matthew B. Blaschko, Albert Ali Salah, Itir Önal Ertugrul
2025	A*	`conf`	DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space. ICML Mang Ning, Mingxiao Li, Jianlin Su, Haozhe Jia, Lanmiao Liu, Martin Benes, Wenshuo Chen, Albert Ali Salah, Itir Önal Ertugrul
2025	B	`conf`	Revisiting Representation Learning and Identity Adversarial Training for Facial Behavior Understanding. FG Mang Ning, Albert Ali Salah, Itir Önal Ertugrul
2024	J	`jnl`	DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space. CoRR Mang Ning, Mingxiao Li, Jianlin Su, Haozhe Jia, Lanmiao Liu, Martin Benes, Albert Ali Salah, Itir Önal Ertugrul
2024	A*	`conf`	Elucidating the Exposure Bias in Diffusion Models. ICLR Mang Ning, Mingxiao Li, Jianlin Su, Albert Ali Salah, Itir Önal Ertugrul
2024	B	`conf`	Expanding PyAFAR: A Novel Privacy-Preserving Infant AU Detector. FG Itir Önal Ertugrul, Saurabh Hinduja, Maneesh Bilalpur, Daniel S. Messinger, Jeffrey F. Cohn
2024	B	`conf`	Face the Needle: Predicting Risk of Fear and Fainting During Blood Donation Through Video Analysis. FG Judita Rudokaite, Itir Önal Ertugrul, Lee-Ling Sharon Ong, Mart P. Janssen, Elisabeth Huis in 't Veld
2024	J	`jnl`	Multimodal Prediction of Obsessive-Compulsive Disorder and Comorbid Depression Severity and Energy Delivered by Deep Brain Electrodes. IEEE Trans. Affect. Comput. Saurabh Hinduja, Ali Darzi, Itir Önal Ertugrul, Nicole R. Provenza, Ron Gadot, Eric A. Storch, Sameer A. Sheth, Wayne K. Goodman, Jeffrey F. Cohn
2024	J	`jnl`	Representation Learning and Identity Adversarial Training for Facial Behavior Understanding. CoRR Mang Ning, Albert Ali Salah, Itir Önal Ertugrul
2024	—	`conf`	Video Swin Transformers in Pain Detection: A Comprehensive Evaluation of Effectiveness, Generalizability, and Explainability. ACII (Workshops and Demos) Maximilian Rau, Itir Önal Ertugrul
2023	B	`conf`	Deciphering Entrepreneurial Pitches: A Multimodal Deep Learning Approach to Predict Probability of Investment. ICMI Pepijn Van Aken, Merel M. Jung, Werner Liebregts, Itir Önal Ertugrul
2023	—	`conf`	Do Body Expressions Leave Good Impressions? - Predicting Investment Decisions based on Pitcher's Body Expressions. ICMI Companion Merel M. Jung, Mark Van Vlierden, Werner Liebregts, Itir Önal Ertugrul
2023	J	`jnl`	Editorial: Machine learning methods for human brain imaging. Frontiers Neuroinformatics Fatos Tünay Yarman Vural, Sharlene D. Newman, Tolga Çukur, Itir Önal Ertugrul
2023	J	`jnl`	Elucidating the Exposure Bias in Diffusion Models. CoRR Mang Ning, Mingxiao Li, Jianlin Su, Albert Ali Salah, Itir Önal Ertugrul
2023	—	`conf`	PyAFAR: Python-based Automated Facial Action Recognition library for use in Infants and Adults. ACIIW Saurabh Hinduja, Itir Önal Ertugrul, Maneesh Bilalpur, Daniel S. Messinger, Jeffrey F. Cohn
2022	J	`jnl`	Fully-attentive and interpretable: vision and video vision transformers for pain detection. CoRR Giacomo Fiorentini, Itir Önal Ertugrul, Albert Ali Salah
2022	—	`conf`	Predicting evaluations of entrepreneurial pitches based on multimodal nonverbal behavioral cues and self-reported characteristics. ICMI Companion Kostas Stoitsas, Itir Önal Ertugrul, Werner Liebregts, Merel M. Jung
2022	—	`conf`	To Invest or Not to Invest: Using Vocal Behavior to Predict Decisions of Investors in an Entrepreneurial Context. ICPR Workshops (1) Ilona Goossens, Merel M. Jung, Werner Liebregts, Itir Önal Ertugrul
2021	A	`conf`	Synthetic Expressions are Better Than Real for Learning to Detect Facial Actions. WACV Koichiro Niinuma, Itir Önal Ertugrul, Jeffrey F. Cohn, László A. Jeni
2021	J	`jnl`	Systematic Evaluation of Design Choices for Deep Facial Action Coding Across Pose. Frontiers Comput. Sci. Koichiro Niinuma, Itir Önal Ertugrul, Jeffrey F. Cohn, László A. Jeni
2020	—	`conf`	Automated Detection of Optimal DBS Device Settings. ICMI Companion Yaohan Ding, Itir Önal Ertugrul, Ali Darzi, Nicole R. Provenza, László A. Jeni, David A. Borton, Wayne K. Goodman, Jeffrey F. Cohn
2020	J	`jnl`	Crossing Domains for AU Coding: Perspectives, Approaches, and Measures. IEEE Trans. Biom. Behav. Identity Sci. Itir Önal Ertugrul, Jeffrey F. Cohn, László A. Jeni, Zheng Zhang, Lijun Yin, Qiang Ji
2020	B	`conf`	Multimodal Interaction in Psychopathology. ICMI Itir Önal Ertugrul, Jeffrey F. Cohn, Hamdi Dibeklioglu
2020	J	`jnl`	Synthetic Expressions are Better Than Real for Learning to Detect Facial Actions. CoRR Koichiro Niinuma, Itir Önal Ertugrul, Jeffrey F. Cohn, László A. Jeni
2019	B	`conf`	AFAR: A Deep Learning Based Tool for Automated Facial Affect Recognition. FG Itir Önal Ertugrul, László A. Jeni, Wanqiao Ding, Jeffrey F. Cohn
2019	B	`conf`	Cross-domain AU Detection: Domains, Learning Approaches, and Measures. FG Itir Önal Ertugrul, Jeffrey F. Cohn, László A. Jeni, Zheng Zhang, Lijun Yin, Qiang Ji
2019	J	`jnl`	D-PAttNet: Dynamic Patch-Attentive Deep Network for Action Unit Detection. Frontiers Comput. Sci. Itir Önal Ertugrul, Le Yang, László A. Jeni, Jeffrey F. Cohn
2019	B	`conf`	FACS3D-Net: 3D Convolution based Spatiotemporal Representation for Action Unit Detection. ACII Le Yang, Itir Önal Ertugrul, Jeffrey F. Cohn, Zakia Hammal, Dongmei Jiang, Hichem Sahli
2019	A	`conf`	PAttNet: Patch-attentive deep network for action unit detection. BMVC Itir Önal Ertugrul, László A. Jeni, Jeffrey F. Cohn
2019	A	`conf`	Unmasking the Devil in the Details: What Works for Deep Facial Action Coding? BMVC Koichiro Niinuma, László A. Jeni, Itir Önal Ertugrul, Jeffrey F. Cohn
2018	B	`conf`	Automated Affect Detection in Deep Brain Stimulation for Obsessive-Compulsive Disorder: A Pilot Study. ICMI Jeffrey F. Cohn, László A. Jeni, Itir Önal Ertugrul, Donald Malone, Michael S. Okun, David A. Borton, Wayne K. Goodman
2018	—	`conf`	FACSCaps: Pose-Independent Facial Action Coding With Capsules. CVPR Workshops Itir Önal Ertugrul, László A. Jeni, Jeffrey F. Cohn
2018	—	`conf`	Modeling Brain Networks with Artificial Neural Networks. GRAIL/Beyond-MIC@MICCAI Baran Baris Kivilcim, Itir Önal Ertugrul, Fatos Tünay Yarman Vural
2018	J	`jnl`	Modeling Brain Networks with Artificial Neural Networks. CoRR Baran Baris Kivilcim, Itir Önal Ertugrul, Fatos T. Yarman-Vural
2018	J	`jnl`	Modeling and synthesis of kinship patterns of facial expressions. Image Vis. Comput. Itir Önal Ertugrul, László A. Jeni, Hamdi Dibeklioglu
2017	—	`—`	Representation of human brain by mesh networks ; İnsan beyninin örgü ağları ile gösterimi. Itir Önal Ertugrul
2017	B	`conf`	What Will Your Future Child Look Like? Modeling and Synthesis of Hereditary Patterns of Facial Dynamics. FG Itir Önal Ertugrul, Hamdi Dibeklioglu
2016	J	`jnl`	Encoding the Local Connectivity Patterns of fMRI for Cognitive State Classification. CoRR Itir Önal Ertugrul, Mete Ozay, Fatos T. Yarman-Vural