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Itir Onal

As seen in: Nature
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Articles

[2407.11243] Representation Learning and Identity Adversarial Training for Facial Behavior Understanding

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By Albert Ali, Itir Onal
| arxiv.org
[Submitted on 15 Jul 2024 ( v1 ), last revised 8 May 2025 (this version, v2)] Title:Representation Learning and Identity Adversarial Training for Facial Behavior Understanding View a PDF of the paper titled Representation Learning and Identity Adversarial Training for Facial Behavior Understanding, by Mang Ning and 2 other authors View PDF HTML (experimental) Abstract:Facial Action Unit (AU) detection has gained significant attention as it enables the breakdown of complex facial expressions...
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[2308.15321] Elucidating the Exposure Bias in Diffusion Models

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By Albert Ali, Itir Onal
| arxiv.org
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
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Long-term ecological assessment of intracranial electrophysiology synchronized to behavioral markers in obsessive-compulsive disorder - Nature Medicine

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By Dastin-van Rijn, Luiz Fernando Fracassi, Itir Onal
| Nature Verified
Abstract Detection of neural signatures related to pathological behavioral states could enable adaptive deep brain stimulation (DBS), a potential strategy for improving efficacy of DBS for neurological and psychiatric disorders. This approach requires identifying neural biomarkers of relevant behavioral states, a task best performed in ecologically valid environments.
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