Dimche Kostadinov

According to our database, Dimche Kostadinov authored at least 34 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Saliency Diversified Deep Ensemble for Robustness to Adversaries.

Alex Bogun, Dimche Kostadinov, Damian Borth

CoRR, 2021

Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning.

Shijun Wang, Dimche Kostadinov, Damian Borth

CoRR, 2021

Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction.

Konstantin Schürholt, Dimche Kostadinov, Damian Borth

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Privacy-Preserving near Neighbor Search via Sparse Coding with Ambiguation.

Behrooz Razeghi, Sohrab Ferdowsi, Dimche Kostadinov, Flávio P. Calmon, Slava Voloshynovskiy

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Online Weight-adaptive Nonlinear Model Predictive Control.

Dimche Kostadinov, Davide Scaramuzza

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Unsupervised Feature Learning for Event Data: Direct vs Inverse Problem Formulation.

Dimche Kostadinov, Davide Scaramuzza

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Network Parameter Learning Using Nonlinear Transforms, Local Representation Goals and Local Propagation Constraints.

Dimche Kostadinov, Behrooz Razdehi, Slava Voloshynovskiy

CoRR, 2019

Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment.

Dimche Kostadinov, Behrooz Razeghi, Taras Holotyak, Slava Voloshynovskiy

CoRR, 2019

Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features.

Dimche Kostadinov, Behrooz Razeghi, Shideh Rezaeifar, Slava Voloshynovskiy

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

2018

Network Learning with Local Propagation.

Dimche Kostadinov, Behrooz Razeghi, Sohrab Ferdowsi, Slava Voloshynovskiy

CoRR, 2018

Learning Discrimination Specific, Self-Collaborative and Nonlinear Model.

Dimche Kostadinov, Behrooz Razeghi, Svyatoslav Voloshynovskiy, Sohrab Ferdowsi

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Learning Overcomplete and Sparsifying Transform With Approximate and Exact Closed Form Solutions.

Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi

Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization.

Behrooz Razeghi, Slava Voloshynovskiy, Sohrab Ferdowsi, Dimche Kostadinov

Proceedings of the 26th European Signal Processing Conference, 2018

Active Content Fingerprinting Using Latent Data Representation, Extractor and Reconstructor.

Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi

Proceedings of the 26th European Signal Processing Conference, 2018

Vector Compression for Similarity Search Using Multi-Layer Sparse Ternary Codes.

Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov

Proceedings of the 2018 IEEE Data Science Workshop, 2018

2017

A multi-layer network based on Sparse Ternary Codes for universal vector compression.

Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov

CoRR, 2017

Regularized Residual Quantization: a multi-layer sparse dictionary learning approach.

Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov

CoRR, 2017

Privacy preserving identification using sparse approximation with ambiguization.

Behrooz Razeghi, Slava Voloshynovskiy, Dimche Kostadinov, Olga Taran

Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017

Sparse ternary codes for similarity search have higher coding gain than dense binary codes.

Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

A multi-layer image representation using regularized residual quantization: Application to compression and denoising.

Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Joint learning of local fingerprint and content modulation.

Dimche Kostadinov, Slava Voloshynovskiy, Sohrab Ferdowsi

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes.

Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2016

Local Active Content Fingerprint: Solutions for general linear feature maps.

Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi, Taras Holotyak

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Local active content fingerprinting: Optimal solution under linear modulation.

Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Taras Holotyak

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Sparse Multi-layer Image Approximation: Facial Image Compression.

Sohrab Ferdowsi, Svyatoslav Voloshynovskiy, Dimche Kostadinov

CoRR, 2015

Customization of Joint Articulations Using Soft Computing Methods.

Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Magdalena Scherer, Janusz Szyprowski, Dimce Kostadinov

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Supervised Transform Learning for Face Recognition.

Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Secure Representation of Images Using Multi-layer Compression.

Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Dimche Kostadinov, Marcin Korytkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Vector quantization with constrained likelihood for face recognition.

Dimche Kostadinov, Sviatoslav Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

On accuracy, robustness, and security of bag-of-word search systems.

Svyatoslav Voloshynovskiy, Maurits Diephuis, Dimche Kostadinov, Farzad Farhadzadeh, Taras Holotyak

Proceedings of the Media Watermarking, 2014

Robust human face recognition based on locality preserving sparse over complete block approximation.

Dimche Kostadinov, Svyatoslav Voloshynovskiy, Sohrab Ferdowsi

Proceedings of the Media Watermarking, 2014

Content identification: binary content fingerprinting versus binary content encoding.

Sohrab Ferdowsi, Svyatoslav Voloshynovskiy, Dimche Kostadinov

Proceedings of the Media Watermarking, 2014

Spatial Keypoint Representation for Visual Object Retrieval.

Tomasz Nowak, Patryk Najgebauer, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Dimce Kostadinov

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects.

Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2014