Voloshynovskiy, Slava
- Information bottleneck through variational glasses
2019/12/02 by Slava Voloshynovskiy, Mouad Kondah, Voloshynovskiy, Slava +9 · 4 citations
Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Random lasers and scattering media
- Regularized Residual Quantization: a multi-layer sparse dictionary learning approach
2017/05/01 by Sohrab Ferdowsi, Ferdowsi, Sohrab, Slava Voloshynovskiy +3 · 1 citation
Computer Science · Engineering · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
- Defending against adversarial attacks by randomized diversification
2019/04/01 by Taran, Olga, Rezaeifar, Shideh, Holotyak, Taras +1 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Machine learning attack on copy detection patterns: are 1x1 patterns cloneable?
2021/10/05 by Chaban, Roman, Taran, Olga, Tutt, Joakim +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Mobile authentication of copy detection patterns
2022/03/04 by Olga Taran, Taran, Olga, Joakim Tutt +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #User Authentication and Security Systems
- Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns
2022/12/14 by Tutt, Joakim, Taran, Olga, Chaban, Roman +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- The Mass-ive Issue: Anomaly Detection in Jet Physics
2023/03/24 by T. Golling, T. Nobe, Golling, Tobias +19 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computational Physics and Python Applications #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #High Energy Physics - Phenomenology (hep-ph)