Deniz Erdogmus

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 203

Top Venues

Publications

Md Navid Akbar, Sebastian F. Ruf, Ashutosh Singh, Razieh Faghihpirayesh, Rachael Garner, Alexis Bennett, Celina Alba, Marianna La Rocca, Tales Imbiriba, Deniz Erdogmus, Dominique Duncan
Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data. Comput. Medical Imaging Graph. 115 (2024)
Michael Potter, Murat Akçakaya, Marius Necsoiu, Gunar Schirner, Deniz Erdogmus, Tales Imbiriba
Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach. CoRR (2024)
Michael Potter, Shuo Tang, Paul Ghanem, Milica Stojanovic, Pau Closas, Murat Akçakaya, Ben Wright, Marius Necsoiu, Deniz Erdogmus, Michael Everett, Tales Imbiriba
Continuously Optimizing Radar Placement with Model Predictive Path Integrals. CoRR (2024)
Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba
Learning Semilinear Neural Operators : A Unified Recursive Framework For Prediction And Data Assimilation. CoRR (2024)
Niklas Smedemark-Margulies, Yunus Bicer, Elifnur Sunger, Tales Imbiriba, Eugene Tunik, Deniz Erdogmus, Mathew Yarossi, Robin Walters
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram Encoder. Trans. Mach. Learn. Res. 2024 (2024)
Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba
Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation. ICLR (2024)
Mehrshad Zandigohar, Mo Han, Mohammadreza Sharif, Sezen Yagmur Günay, Mariusz P. Furmanek, Mathew Yarossi, Paolo Bonato, Cagdas D. Onal, Taskin Padir, Deniz Erdogmus, Gunar Schirner
Multimodal fusion of EMG and vision for human grasp intent inference in prosthetic hand control. Frontiers Robotics AI 11 (2024)
Kyle Lockwood, Garrit Strenge, Yunus Bicer, Tales Imbiriba, Mariusz P. Furmanek, Taskin Padir, Deniz Erdogmus, Eugene Tunik, Mathew Yarossi
Gaussian Process-Based Prediction of Human Trajectories to Promote Seamless Human-Robot Handovers. RO-MAN (2023)
Razieh Faghihpirayesh, Davood Karimi, Deniz Erdogmus, Ali Gholipour
Automatic brain pose estimation in fetal MRI. Medical Imaging: Image Processing (2023)
Paul Ghanem, Yunus Bicer, Deniz Erdogmus, Alireza Ramezani
Fast Estimation of Morphing Wing Flight Dynamics Using Neural Networks and Cubature Rules. CDC (2023)
Yunus Bicer, Niklas Smedemark-Margulies, Basak Celik, Elifnur Sunger, Ryan Orendorff, Stephanie Naufel, Tales Imbiriba, Deniz Erdogmus, Eugene Tunik, Mathew Yarossi
User Training with Error Augmentation for Electromyogram-based Gesture Classification. CoRR (2023)
Niklas Smedemark-Margulies, Basak Celik, Tales Imbiriba, Aziz Kocanaogullari, Deniz Erdogmus
Recursive Estimation of User Intent From Noninvasive Electroencephalography Using Discriminative Models. ICASSP (2023)
Richard Gall, Deniz Kocanaogullari, Murat Akçakaya, Deniz Erdogmus, Rajkumar Kubendran
Corticomorphic Hybrid CNN-SNN Architecture for EEG-based Low-footprint Low-latency Auditory Attention Detection. CoRR (2023)
Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba
Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing. IEEE Trans. Computational Imaging 9 (2023)
Ricardo Augusto Borsoi, Tales Imbiriba, Deniz Erdogmus
A Deep Disentangled Approach for Interpretable Hyperspectral Unmixing. ICASSP (2023)
Nathaniel Hanson, Ahmet Demirkaya, Deniz Erdogmus, Aron Stubbins, Taskin Padir, Tales Imbiriba
A Vision for Cleaner Rivers: Harnessing Snapshot Hyperspectral Imaging to Detect Macro-Plastic Litter. CoRR (2023)
Sadjad Asghari-Esfeden, Garrit Strenge, Kyle Lockwood, Yunus Bicer, Tales Imbiriba, Mariusz P. Furmanek, Mathew Yarossi, Eugene Tunik, Taskin Padir, Deniz Erdogmus
Real-Time Object Localization for Human-Robot Handover. PETRA (2023)
Nathaniel Hanson, Ahmet Demirkaya, Deniz Erdogmus, Aron Stubbins, Taskin Padir, Tales Imbiriba
A Vision for Cleaner Rivers: Harnessing Snapshot Hyperspectral Imaging to Detect Macro-Plastic Litter. WHISPERS (2023)
Niklas Smedemark-Margulies, Yunus Bicer, Elifnur Sunger, Tales Imbiriba, Eugene Tunik, Deniz Erdogmus, Mathew Yarossi, Robin Walters
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram Encoder. CoRR (2023)
Razieh Faghihpirayesh, Davood Karimi, Deniz Erdogmus, Ali Gholipour
Fetal-BET: Brain Extraction Tool for Fetal MRI. CoRR (2023)
Niklas Smedemark-Margulies, Ye Wang, Toshiaki Koike-Akino, Jing Liu, Kieran Parsons, Yunus Bicer, Deniz Erdogmus
Stabilizing Subject Transfer in EEG Classification with Divergence Estimation. CoRR (2023)
Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba
Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing. CoRR (2023)
Bahar Azari, Deniz Erdogmus
Circular-symmetric correlation layer. Mach. Learn. 112 (2) (2023)
Niklas Smedemark-Margulies, Yunus Bicer, Elifnur Sunger, Stephanie Naufel, Tales Imbiriba, Eugene Tunik, Deniz Erdogmus, Mathew Yarossi
A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition. CoRR (2023)
Ashutosh Singh, Ashish Singh, Aria Masoomi, Tales Imbiriba, Erik G. Learned-Miller, Deniz Erdogmus
Inv-Senet: Invariant Self Expression Network for Clustering Under Biased Data. ICASSP (2023)
Aziz Koçanaogullari, Murat Akçakaya, Deniz Erdogmus
Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Bahar Azari, Hai Cheng, Nasim Soltani, Haoqing Li, Yanyu Li, Mauro Belgiovine, Tales Imbiriba, Salvatore D'Oro, Tommaso Melodia, Yanzhi Wang, Pau Closas, Kaushik R. Chowdhury, Deniz Erdogmus
Automated deep learning-based wide-band receiver. Comput. Networks 218 (2022)
Razieh Faghihpirayesh, Davood Karimi, Deniz Erdogmus, Ali Gholipour
Deep Learning Framework for Real-time Fetal Brain Segmentation in MRI. CoRR (2022)
Berkan Kadioglu, Peng Tian, Jennifer G. Dy, Deniz Erdogmus, Stratis Ioannidis
Sample complexity of rank regression using pairwise comparisons. Pattern Recognit. 130 (2022)
Tales Imbiriba, Ahmet Demirkaya, Jindrich Duník, Ondrej Straka, Deniz Erdogmus, Pau Closas
Hybrid Neural Network Augmented Physics-based Models for Nonlinear Filtering. FUSION (2022)
Bahar Azari, Deniz Erdogmus
Equivariant Deep Dynamical Model for Motion Prediction. AISTATS (2022)
Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Spectral Ranking Regression. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Nasim Soltani, Hai Cheng, Mauro Belgiovine, Yanyu Li, Haoqing Li, Bahar Azari, Salvatore D'Oro, Tales Imbiriba, Tommaso Melodia, Pau Closas, Yanzhi Wang, Deniz Erdogmus, Kaushik R. Chowdhury
Neural Network-based OFDM Receiver for Resource Constrained IoT Devices. CoRR (2022)
Nasim Soltani, Hai Cheng, Mauro Belgiovine, Yanyu Li, Haoqing Li, Bahar Azari, Salvatore D'Oro, Tales Imbiriba, Tommaso Melodia, Pau Closas, Yanzhi Wang, Deniz Erdogmus, Kaushik R. Chowdhury
Neural Network-Based OFDM Receiver for Resource Constrained IoT Devices. IEEE Internet Things Mag. 5 (3) (2022)
Andac Demir, Toshiaki Koike-Akino, Ye Wang, Deniz Erdogmus
EEG-GAT: Graph Attention Networks for Classification of Electroencephalogram (EEG) Signals. EMBC (2022)
Niklas Smedemark-Margulies, Basak Celik, Tales Imbiriba, Aziz Kocanaogullari, Deniz Erdogmus
Recursive Estimation of User Intent from Noninvasive Electroencephalography using Discriminative Models. CoRR (2022)
Nathaniel Hanson, Michael Shaham, Deniz Erdogmus, Taskin Padir
VAST: Visual and Spectral Terrain Classification in Unstructured Multi-Class Environments. IROS (2022)
Md Navid Akbar, Xin Wang, Deniz Erdogmus, Sandeep Dalal
PENet: Continuous-Valued Pulmonary Edema Severity Prediction On Chest X-ray Using Siamese Convolutional Networks. EMBC (2022)
Yeganeh M. Marghi, Aziz Koçanaogullari, Murat Akçakaya, Deniz Erdogmus
Active recursive Bayesian inference using Rényi information measures. Pattern Recognit. Lett. 154 (2022)
Nasim Soltani, Yanyu Li, Deniz Erdogmus, Yanzhi Wang, Kaushik R. Chowdhury
NN-key: A Neural Network-Based Secret Key for Demapping OFDM Symbols. CCNC (2022)
Razieh Faghihpirayesh, Davood Karimi, Deniz Erdogmus, Ali Gholipour
Deep Learning Framework for Real-Time Fetal Brain Segmentation in MRI. PIPPI@MICCAI (2022)
Haoqing Li, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José C. M. Bermudez, Deniz Erdogmus
Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Kyle Lockwood, Yunus Bicer, Sadjad Asghari-Esfeden, Tianjie Zhu, Mariusz P. Furmanek, Madhur Mangalam, Garrit Strenge, Tales Imbiriba, Mathew Yarossi, Taskin Padir, Deniz Erdogmus, Eugene Tunik
Leveraging Submovements for Prediction and Trajectory Planning for Human-Robot Handover. PETRA (2022)
Tales Imbiriba, Ahmet Demirkaya, Jindrich Duník, Ondrej Straka, Deniz Erdogmus, Pau Closas
Hybrid Neural Network Augmented Physics-based Models for Nonlinear Filtering. CoRR (2022)
Nathaniel Hanson, Tarik Kelestemur, Deniz Erdogmus, Taskin Padir
Pregrasp Object Material Classification by a Novel Gripper Design with Integrated Spectroscopy. CoRR (2022)
Ashutosh Singh, Ashish Singh, Aria Masoomi, Tales Imbiriba, Erik G. Learned-Miller, Deniz Erdogmus
Inv-SENnet: Invariant Self Expression Network for clustering under biased data. CoRR (2022)
Niklas Smedemark-Margulies, Ye Wang, Toshiaki Koike-Akino, Deniz Erdogmus
AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data. EMBC (2022)
Ozan Özdenizci, Deniz Erdogmus
On the use of generative deep neural networks to synthesize artificial multichannel EEG signals. CoRR (2021)
Ashutosh Singh, Christiana Westlin, Hedwig Eisenbarth, Elizabeth A. Reynolds Losin, Jessica R. Andrews-Hanna, Tor D. Wager, Ajay B. Satpute, Lisa Feldman Barrett, Dana H. Brooks, Deniz Erdogmus
Variation is the Norm: Brain State Dynamics Evoked By Emotional Video Clips. CoRR (2021)
Mo Han, Sezen Yagmur Günay, Ilkay Yildiz, Paolo Bonato, Cagdas D. Onal, Taskin Padir, Gunar Schirner, Deniz Erdogmus
From Hand-Perspective Visual Information to Grasp Type Probabilities: Deep Learning via Ranking Labels. CoRR (2021)
Haoqing Li, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas, José Carlos Moreira Bermudez, Deniz Erdogmus
Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing. CoRR (2021)
Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Deep Spectral Ranking. AISTATS (2021)
Razieh Faghihpirayesh, Sebastian F. Ruf, Marianna La Rocca, Rachael Garner, Paul M. Vespa, Deniz Erdogmus, Dominique Duncan
Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning. EMBC (2021)
Bahar Azari, Deniz Erdogmus
Equivariant Deep Dynamical Model for Motion Prediction. CoRR (2021)
Mo Han, Sezen Yagmur Günay, Gunar Schirner, Taskin Padir, Deniz Erdogmus
HANDS: A Multimodal Dataset for Modeling Towards Human Grasp Intent Inference in Prosthetic Hands. CoRR (2021)
Andac Demir, Toshiaki Koike-Akino, Ye Wang, Deniz Erdogmus
AutoBayes: Automated Bayesian Graph Exploration for Nuisance- Robust Inference. IEEE Access 9 (2021)
Andac Demir, Toshiaki Koike-Akino, Ye Wang, Masaki Haruna, Deniz Erdogmus
EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals. EMBC (2021)
Ashutosh Singh, Christiana Westlin, Hedwig Eisenbarth, Elizabeth A. Reynolds Losin, Jessica R. Andrews-Hanna, Tor D. Wager, Ajay B. Satpute, Lisa Feldman Barrett, Dana H. Brooks, Deniz Erdogmus
Variation is the Norm: Brain State Dynamics Evoked By Emotional Video Clips. EMBC (2021)
Aziz Koçanaogullari, Niklas Smedemark-Margulies, Murat Akçakaya, Deniz Erdogmus
Geometric Analysis of Uncertainty Sampling for Dense Neural Network Layer. IEEE Signal Process. Lett. 28 (2021)
Mo Han, Ozan Özdenizci, Toshiaki Koike-Akino, Ye Wang, Deniz Erdogmus
Universal Physiological Representation Learning With Soft-Disentangled Rateless Autoencoders. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Peng Tian, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Automated ROP Diagnostic System based on Comparisons and U-Net Segmentation. PETRA (2021)
Mohammadreza Sharif, Deniz Erdogmus, Christopher Amato, Taskin Padir
. ICRA (2021)
Bahar Azari, Deniz Erdogmus
Circular-Symmetric Correlation Layer based on FFT. CoRR (2021)
Mehrshad Zandigohar, Deniz Erdogmus, Gunar Schirner
NetCut: Real-Time DNN Inference Using Layer Removal. DATE (2021)
Mehrshad Zandigohar, Deniz Erdogmus, Gunar Schirner
NetCut: Real-Time DNN Inference Using Layer Removal. CoRR (2021)
Ozan Özdenizci, Safaa Eldeeb, Andac Demir, Deniz Erdogmus, Murat Akçakaya
EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks. CoRR (2021)
Ozan Özdenizci, Deniz Erdogmus
On the use of generative deep neural networks to synthesize artificial multichannel EEG signals. NER (2021)
Veysi Yildiz, Jennifer G. Dy, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Stratis Ioannidis, Deniz Erdogmus
Structurally Guided Channel Attention Networks: SGCA-Net. PETRA (2021)
Md Navid Akbar, Sebastian F. Ruf, Marianna La Rocca, Rachael Garner, Giuseppe Barisano, Ruskin Cua, Paul M. Vespa, Deniz Erdogmus, Dominique Duncan
Lesion Normalization and Supervised Learning in Post-traumatic Seizure Classification with Diffusion MRI. CDMRI@MICCAI (2021)
Ahmet Demirkaya, Tales Imbiriba, Kyle Lockwood, Sumientra Rampersad, Elie Alhajjar, Giovanna Guidoboni, Zachary Danziger, Deniz Erdogmus
Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models. CoRR (2021)
Veysi Yildiz, Stratis Ioannidis, Ilkay Yildiz, Peng Tian, John Peter Campbell, Susan Ostmo, Jayashree Kalpathy-Cramer, Michael F. Chiang, Deniz Erdogmus, Jennifer G. Dy
Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity. ISBI (2021)
Mo Han, Mehrshad Zandigohar, Mariusz P. Furmanek, Mathew Yarossi, Gunar Schirner, Deniz Erdogmus
Classifications of Dynamic EMG in Hand Gesture and Unsupervised Grasp Motion Segmentation. EMBC (2021)
Ozan Özdenizci, Deniz Erdogmus
Stochastic mutual information gradient estimation for dimensionality reduction networks. Inf. Sci. 570 (2021)
Mehrshad Zandigohar, Mo Han, Mohammadreza Sharif, Sezen Yagmur Günay, Mariusz P. Furmanek, Mathew Yarossi, Paolo Bonato, Cagdas D. Onal, Taskin Padir, Deniz Erdogmus, Gunar Schirner
Multimodal Fusion of EMG and Vision for Human Grasp Intent Inference in Prosthetic Hand Control. CoRR (2021)
Niklas Smedemark-Margulies, Ye Wang, Toshiaki Koike-Akino, Deniz Erdogmus
AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data. CoRR (2021)
Berkan Kadioglu, Peng Tian, Jennifer G. Dy, Deniz Erdogmus, Stratis Ioannidis
On the Sample Complexity of Rank Regression from Pairwise Comparisons. CoRR (2021)
Sebastian F. Ruf, Md Navid Akbar, Susan L. Whitfield-Gabrieli, Deniz Erdogmus
Comparing Autoregressive and Network Features for Classification of Depression and Anxiety. EMBC (2021)
Ahmet Demirkaya, Tales Imbiriba, Kyle Lockwood, Sumientra Rampersad, Elie Alhajjar, Giovanna Guidoboni, Zachary Danziger, Deniz Erdogmus
Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models. EMBC (2021)
Mehrshad Zandigohar, Mo Han, Deniz Erdogmus, Gunar Schirner
Towards Creating a Deployable Grasp Type Probability Estimator for a Prosthetic Hand. CoRR (2021)
Mo Han, Mehrshad Zandigohar, Mariusz P. Furmanek, Mathew Yarossi, Gunar Schirner, Deniz Erdogmus
Segmentation and Classification of EMG Time-Series During Reach-to-Grasp Motion. CoRR (2021)
Ozan Özdenizci, Safaa Eldeeb, Andac Demir, Deniz Erdogmus, Murat Akçakaya
EEG-based texture roughness classification in active tactile exploration with invariant representation learning networks. Biomed. Signal Process. Control. 67 (2021)
Mohammadreza Sharif, Deniz Erdogmus, Christopher Amato, Taskin Padir
End-to-end grasping policies for human-in-the-loop robots via deep reinforcement learning. CoRR (2021)
Paul Ghanem, Yunus Bicer, Deniz Erdogmus, Alireza Ramezani
Efficient Modeling of Morphing Wing Flight Using Neural Networks and Cubature Rules. CoRR (2021)
Ozan Özdenizci, Deniz Erdogmus
Stochastic Mutual Information Gradient Estimation for Dimensionality Reduction Networks. CoRR (2021)
Andac Demir, Toshiaki Koike-Akino, Ye Wang, Masaki Haruna, Deniz Erdogmus
EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals. CoRR (2021)
Mohammadreza Sharif, Deniz Erdogmus, Christopher Amato, Taskin Padir
Towards End-to-End Control of a Robot Prosthetic Hand via Reinforcement Learning. BioRob (2020)
Yeganeh M. Marghi, Aziz Kocanaogullari, Murat Akçakaya, Deniz Erdogmus
Active Recursive Bayesian Inference with Posterior Trajectory Analysis Using α-Divergence. CoRR (2020)
Mo Han, Ozan Özdenizci, Ye Wang, Toshiaki Koike-Akino, Deniz Erdogmus
Disentangled Adversarial Transfer Learning for Physiological Biosignals. EMBC (2020)
Ann Marie Votta, Sezen Yagmur Günay, Brian Zylich, Erik H. Skorina, Raagini Rameshwar, Deniz Erdogmus, Cagdas D. Onal
Kinematic Optimization of an Underactuated Anthropomorphic Prosthetic Hand. IROS (2020)
Aziz Koçanaogullari, Murat Akçakaya, Barry Oken, Deniz Erdogmus
Optimal modality selection using information transfer rate for event related potential driven brain computer interfaces. PETRA (2020)
Spencer Lake Jacobs-Skolik, Don Liang, Dana H. Brooks, Deniz Erdogmus, Mathew Yarossi, Eugene Tunik
A Muscle Synergy Framework for Cross-Limb Reconstruction of Hand Muscle Activity Distal to a Virtual Wrist-Level Disarticulation. EMBC (2020)
Mo Han, Ozan Özdenizci, Toshiaki Koike-Akino, Ye Wang, Deniz Erdogmus
Universal Physiological Representation Learning with Soft-Disentangled Rateless Autoencoders. CoRR (2020)
Md Navid Akbar, Mathew Yarossi, Marc Martinez-Gost, Marc A. Sommer, Moritz Dannhauer, Sumientra Rampersad, Dana H. Brooks, Eugene Tunik, Deniz Erdogmus
Mapping Motor Cortex Stimulation to Muscle Responses: A Deep Neural Network Modeling Approach. CoRR (2020)
Md Navid Akbar, Marianna La Rocca, Rachael Garner, Dominique Duncan, Deniz Erdogmus
Prediction of Epilepsy Development in Traumatic Brain Injury Patients from Diffusion Weighted MRI. CoRR (2020)
Ozan Özdenizci, Ye Wang, Toshiaki Koike-Akino, Deniz Erdogmus
Learning Invariant Representations From EEG via Adversarial Inference. IEEE Access 8 (2020)
Razieh Faghihpirayesh, Tales Imbiriba, Mathew Yarossi, Eugene Tunik, Dana H. Brooks, Deniz Erdogmus
Motor cortex mapping using active gaussian processes. PETRA (2020)
Tales Imbiriba, Diana Catalina Cumpanasoiu, James Heathers, Stratis Ioannidis, Deniz Erdogmus, Matthew S. Goodwin
Biosensor prediction of aggression in youth with autism using kernel-based methods. PETRA (2020)
Mo Han, Ozan Özdenizci, Ye Wang, Toshiaki Koike-Akino, Deniz Erdogmus
Disentangled Adversarial Transfer Learning for Physiological Biosignals. CoRR (2020)
Jonas Nordhaug Myhre, Matineh Shaker, Mustafa Devrim Kaba, Robert Jenssen, Deniz Erdogmus
A generic unfolding algorithm for manifolds estimated by local linear approximations. CVPR Workshops (2020)
Matthew D. Li, Ken Chang, Ben Bearce, Connie Y. Chang, Ambrose J. Huang, J. Peter Campbell, James M. Brown, Praveer Singh, Katharina Viktoria Hoebel, Deniz Erdogmus, Stratis Ioannidis, William E. Palmer, Michael F. Chiang, Jayashree Kalpathy-Cramer
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. npj Digit. Medicine 3 (2020)

Deniz Erdogmus.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Deniz Erdogmus