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Deniz Erdogmus

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Papers (23)

  1. Temporal Point Process Modeling of Aggressive Behavior Onset in Psychiatric Inpatient Youths with Autism stat.AP · 2025 · author #7
  2. Adversarial Feature Learning in Brain Interfacing: An Experimental Study on Eliminating Drowsiness Effects cs.HC · 2019 · author #5
  3. Information Theoretic Feature Transformation Learning for Brain Interfaces cs.LG · 2019 · author #2
  4. Adversarial Deep Learning in EEG Biometrics cs.LG · 2019 · author #4
  5. Accelerated Experimental Design for Pairwise Comparisons cs.DS · 2019 · author #3
  6. Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders cs.LG · 2018 · author #4
  7. Time-Series Prediction of Proximal Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Physiological Biosignals cs.HC · 2018 · author #5
  8. Hierarchical Graphical Models for Context-Aware Hybrid Brain-Machine Interfaces cs.HC · 2018 · author #4
  9. Structured Adversarial Attack: Towards General Implementation and Better Interpretability cs.LG · 2018 · author #7
  10. Invariant Representations from Adversarially Censored Autoencoders cs.LG · 2018 · author #3
  11. Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection cs.CV · 2018 · author #3
  12. Real-time Deep Pose Estimation with Geodesic Loss for Image-to-Template Rigid Registration cs.CV · 2018 · author #3
  13. Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning cs.CV · 2017 · author #6
  14. Tversky loss function for image segmentation using 3D fully convolutional deep networks cs.CV · 2017 · author #2
  15. Subject-Specific Abnormal Region Detection in Traumatic Brain Injury Using Sparse Model Selection on High Dimensional Diffusion Data stat.AP · 2017 · author #2
  16. Context-Aware Recursive Bayesian Graph Traversal in BCIs cs.HC · 2017 · author #5
  17. Decoding Complex Imagery Hand Gestures cs.HC · 2017 · author #6
  18. Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging cs.CV · 2017 · author #2
  19. EEG-assisted Modulation of Sound Sources in the Auditory Scene q-bio.NC · 2016 · author #4
  20. An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling cs.HC · 2016 · author #5
  21. Fast Switch Scanning Keyboards: Minimal Expected Query Decision Trees cs.HC · 2016 · author #4
  22. Asymptotic Analysis of Objectives based on Fisher Information in Active Learning stat.ML · 2016 · author #4
  23. Manifold unwrapping using density ridges stat.ML · 2016 · author #5

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