Deniz Erdoğmuş
- Tversky loss function for image segmentation using 3D fully\n convolutional deep networks
2017/06/18 by Seyed Sadegh Mohseni Salehi, Salehi, Seyed Sadegh Mohseni, Deniz Erdoğmuş +3 · 36 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Structured Adversarial Attack: Towards General Implementation and Better Interpretability
2018/08/05 by Kaidi Xu, Sijia Liu, Xu, Kaidi +15 · 22 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Real-time Deep Pose Estimation with Geodesic Loss for Image-to-Template\n Rigid Registration
2018/03/15 by Seyed Sadegh Mohseni Salehi, Salehi, Seyed Sadegh Mohseni, Shadab Khan +5 · 9 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Neonatal and fetal brain pathology
- EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals
2021/06/16 by Andaç Demir, Toshiaki Koike–Akino, Demir, Andac +7 · 6 citations
Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural dynamics and brain function #Signal Processing (eess.SP) #electronic engineering #information engineering
- Asymptotic Analysis of Objectives based on Fisher Information in Active Learning
2016/05/27 by Jamshid Sourati, Sourati, Jamshid, Murat Akçakaya +7 · 2 citations
Computer Science · Decision Sciences · #Machine Learning and Algorithms #Optimization and Search Problems #Advanced Bandit Algorithms Research
- Variation is the Norm: Brain State Dynamics Evoked By Emotional Video Clips
2021/10/24 by Ashutosh Singh, Christiana Westlin, Singh, Ashutosh +17 · 2 citations
Neuroscience · Psychology · #Cognitive Science and Education Research #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Equivariant Deep Dynamical Model for Motion Prediction
2021/11/02 by Bahar Azari, Deniz Erdoğmuş, Azari, Bahar +1 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Gaussian Processes and Bayesian Inference
- Fetal-BET: Brain Extraction Tool for Fetal MRI
2023/10/02 by Razieh Faghihpirayesh, Faghihpirayesh, Razieh, Davood Karimi +5 · 1 citation
Medicine · Computer Science · #Fetal and Pediatric Neurological Disorders #Domain Adaptation and Few-Shot Learning #Advanced Neuroimaging Techniques and Applications
- Invariant Representations from Adversarially Censored Autoencoders
2018/05/21 by Ye Wang, Toshiaki Koike–Akino, Wang, Ye +3 · 2 citations
Computer Science · Physics and Astronomy · #62B10 #68T05 #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Neural Network-based OFDM Receiver for Resource Constrained IoT Devices
2022/05/12 by Nasim Soltani, Hai Cheng, Soltani, Nasim +23 · 1 citation
Computer Science · Engineering · #Wireless Signal Modulation Classification #Advanced Wireless Communication Techniques #PAPR reduction in OFDM
- Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach
2024/08/19 by Michael Potter, Murat Akcakaya, Murat Akçakaya +4 · 1 citation
Engineering · Computer Science · #Advanced SAR Imaging Techniques #Infrared Target Detection Methodologies #Target Tracking and Data Fusion in Sensor Networks