Dimche Kostadinov

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 33

Top Topics

Face Recognition

Locality Preserving

Sparse Representation

Top Venues

Media Watermarking, Security, and Forensics

Publications

Behrooz Razeghi, Marzieh Gheisari, Amir Ahooye Atashin, Dimche Kostadinov, Sébastien Marcel, Deniz Gündüz, Slava Voloshynovskiy
Group Membership Verification via Nonlinear Sparsifying Transform Learning. IEEE Access 12 (2024)
Konstantin Schürholt, Dimche Kostadinov, Damian Borth
Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction. CoRR (2021)
Behrooz Razeghi, Sohrab Ferdowsi, Dimche Kostadinov, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving near Neighbor Search via Sparse Coding with Ambiguation. ICASSP (2021)
Shijun Wang, Dimche Kostadinov, Damian Borth
Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning. CoRR (2021)
Konstantin Schürholt, Dimche Kostadinov, Damian Borth
Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction. NeurIPS (2021)
Alex Bogun, Dimche Kostadinov, Damian Borth
Saliency Diversified Deep Ensemble for Robustness to Adversaries. CoRR (2021)
Behrooz Razeghi, Sohrab Ferdowsi, Dimche Kostadinov, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation. CoRR (2021)
Dimche Kostadinov, Davide Scaramuzza
Unsupervised Feature Learning for Event Data: Direct vs Inverse Problem Formulation. ICPR (2020)
Dimche Kostadinov, Davide Scaramuzza
Online Weight-adaptive Nonlinear Model Predictive Control. IROS (2020)
Dimche Kostadinov, Davide Scaramuzza
Unsupervised Feature Learning for Event Data: Direct vs Inverse Problem Formulation. CoRR (2020)
Dimche Kostadinov, Davide Scaramuzza
Online Weight-adaptive Nonlinear Model Predictive Control. CoRR (2020)
Dimche Kostadinov, Behrooz Razeghi, Taras Holotyak, Slava Voloshynovskiy
Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment. CoRR (2019)
Dimche Kostadinov, Behrooz Razeghi, Shideh Rezaeifar, Slava Voloshynovskiy
Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features. CISS (2019)
Dimche Kostadinov, Behrooz Razdehi, Slava Voloshynovskiy
Network Parameter Learning Using Nonlinear Transforms, Local Representation Goals and Local Propagation Constraints. CoRR (2019)
Behrooz Razeghi, Slava Voloshynovskiy, Sohrab Ferdowsi, Dimche Kostadinov
Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization. EUSIPCO (2018)
Behrooz Razeghi, Slava Voloshynovskiy, Sohrab Ferdowsi, Dimche Kostadinov
Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization. CoRR (2018)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi
Active Content Fingerprinting Using Latent Data Representation, Extractor and Reconstructor. EUSIPCO (2018)
Dimche Kostadinov, Behrooz Razeghi, Sohrab Ferdowsi, Slava Voloshynovskiy
Network Learning with Local Propagation. CoRR (2018)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
Vector Compression for Similarity Search Using Multi-Layer Sparse Ternary Codes. DSW (2018)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi
Learning Overcomplete and Sparsifying Transform With Approximate and Exact Closed Form Solutions. EUVIP (2018)
Dimche Kostadinov, Behrooz Razeghi, Svyatoslav Voloshynovskiy, Sohrab Ferdowsi
Learning Discrimination Specific, Self-Collaborative and Nonlinear Model. ICBK (2018)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
A multi-layer network based on Sparse Ternary Codes for universal vector compression. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
A multi-layer image representation using Regularized Residual Quantization: application to compression and denoising. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
Regularized Residual Quantization: a multi-layer sparse dictionary learning approach. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Sparse Ternary Codes for similarity search have higher coding gain than dense binary codes. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Sparse ternary codes for similarity search have higher coding gain than dense binary codes. ISIT (2017)
Behrooz Razeghi, Slava Voloshynovskiy, Dimche Kostadinov, Olga Taran
Privacy preserving identification using sparse approximation with ambiguization. WIFS (2017)
Dimche Kostadinov, Slava Voloshynovskiy, Sohrab Ferdowsi
Joint learning of local fingerprint and content modulation. EUSIPCO (2017)
Behrooz Razeghi, Slava Voloshynovskiy, Dimche Kostadinov, Olga Taran
Privacy Preserving Identification Using Sparse Approximation with Ambiguization. CoRR (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov
A multi-layer image representation using regularized residual quantization: Application to compression and denoising. ICIP (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes. WIFS (2016)
Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Taras Holotyak
Local active content fingerprinting: Optimal solution under linear modulation. ICIP (2016)
Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi, Taras Holotyak
Local Active Content Fingerprint: Solutions for general linear feature maps. ICPR (2016)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi
Vector quantization with constrained likelihood for face recognition. EUSIPCO (2015)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer
Supervised Transform Learning for Face Recognition. ICAISC (1) (2015)
Sohrab Ferdowsi, Svyatoslav Voloshynovskiy, Dimche Kostadinov
Sparse Multi-layer Image Approximation: Facial Image Compression. CoRR (2015)
Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Dimche Kostadinov, Marcin Korytkowski, Rafal Scherer
Secure Representation of Images Using Multi-layer Compression. ICAISC (1) (2015)
Dimche Kostadinov, Svyatoslav Voloshynovskiy, Sohrab Ferdowsi
Robust human face recognition based on locality preserving sparse over complete block approximation. Media Watermarking, Security, and Forensics (2014)
Svyatoslav Voloshynovskiy, Maurits Diephuis, Dimche Kostadinov, Farzad Farhadzadeh, Taras Holotyak
On accuracy, robustness, and security of bag-of-word search systems. Media Watermarking, Security, and Forensics (2014)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer
Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects. ICAISC (2) (2014)
Sohrab Ferdowsi, Svyatoslav Voloshynovskiy, Dimche Kostadinov
Content identification: binary content fingerprinting versus binary content encoding. Media Watermarking, Security, and Forensics (2014)