Search Results - "Günel, Semih"

DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila by Günel, Semih, Rhodin, Helge, Morales, Daniel, Campagnolo, João, Ramdya, Pavan, Fua, Pascal

“…Studying how neural circuits orchestrate limbed behaviors requires the precise measurement of the positions of each appendage in three-dimensional (3D) space…”
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LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals by Gosztolai, Adam, Günel, Semih, Lobato-Ríos, Victor, Pietro Abrate, Marco, Morales, Daniel, Rhodin, Helge, Fua, Pascal, Ramdya, Pavan

“…Markerless three-dimensional (3D) pose estimation has become an indispensable tool for kinematic studies of laboratory animals. Most current methods recover 3D…”
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Microengineered devices enable long-term imaging of the ventral nerve cord in behaving adult Drosophila by Hermans, Laura, Kaynak, Murat, Braun, Jonas, Ríos, Victor Lobato, Chen, Chin-Lin, Friedberg, Adam, Günel, Semih, Aymanns, Florian, Sakar, Mahmut Selman, Ramdya, Pavan

“…The dynamics and connectivity of neural circuits continuously change on timescales ranging from milliseconds to an animal’s lifetime. Therefore, to understand…”
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Gravity as a Reference for Estimating a Person's Height From Video by Bieler, Didier, Gunel, Semih Gunel, Fua, Pascal, Rhodin, Helge

“…Estimating the metric height of a person from monocular imagery without additional assumptions is ill-posed. Existing solutions either require manual…”
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Overcoming the Domain Gap in Neural Action Representations by Günel, Semih, Aymanns, Florian, Honari, Sina, Ramdya, Pavan, Fua, Pascal

“…Relating behavior to brain activity in animals is a fundamental goal in neuroscience, with practical applications in building robust brain-machine interfaces…”
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LiftPose3D, a deep learning-based approach for transforming 2D to 3D pose in laboratory animals by Gosztolai, Adam, Günel, Semih, Ríos, Victor Lobato, Abrate, Marco Pietro, Morales, Daniel, Rhodin, Helge, Fua, Pascal, Ramdya, Pavan

“…Markerless 3D pose estimation has become an indispensable tool for kinematic studies of laboratory animals. Most current methods recover 3D pose by multi-view…”
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Ascending neurons convey behavioral state to integrative sensory and action selection brain regions by Chen, Chin-Lin, Aymanns, Florian, Minegishi, Ryo, Matsuda, Victor D. V., Talabot, Nicolas, Günel, Semih, Dickson, Barry J., Ramdya, Pavan

“…Knowing one’s own behavioral state has long been theorized as critical for contextualizing dynamic sensory cues and identifying appropriate future behaviors…”
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What Face and Body Shapes Can Tell Us About Height by Gunel, Semih, Rhodin, Helge, Fua, Pascal

“…Recovering a person's height from a single image is important for virtual garment fitting, autonomous driving and surveillance. However, it is also very…”
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Overcoming the Domain Gap in Neural Action Representations by Günel, Semih, Aymanns, Florian, Honari, Sina, Ramdya, Pavan, Fua, Pascal

“…Relating animal behaviors to brain activity is a fundamental goal in neuroscience, with practical applications in building robust brain-machine interfaces…”
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Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations by Günel, Semih, Aymanns, Florian, Honari, Sina, Ramdya, Pavan, Fua, Pascal

“…A fundamental goal in neuroscience is to understand the relationship between neural activity and behavior. For example, the ability to extract behavioral…”
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Deformation-Aware Unpaired Image Translation for Pose Estimation on Laboratory Animals by Li, Siyuan, Gunel, Semih, Ostrek, Mirela, Ramdya, Pavan, Fua, Pascal, Rhodin, Helge

“…Our goal is to capture the pose of real animals using synthetic training examples, without using any manual supervision. Our focus is on neuroscience model…”
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What Face and Body Shapes Can Tell About Height by Günel, Semih, Rhodin, Helge, Fua, Pascal

“…Recovering a person's height from a single image is important for virtual garment fitting, autonomous driving and surveillance, however, it is also very…”
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Gravity as a Reference for Estimating a Person's Height from Video by Bieler, Didier, Günel, Semih, Fua, Pascal, Rhodin, Helge

“…Estimating the metric height of a person from monocular imagery without additional assumptions is ill-posed. Existing solutions either require manual…”
Get full text

Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals by Li, Siyuan, Günel, Semih, Ostrek, Mirela, Ramdya, Pavan, Fua, Pascal, Rhodin, Helge

“…Our goal is to capture the pose of neuroscience model organisms, without using any manual supervision, to be able to study how neural circuits orchestrate…”
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