18 citations · 20 across the 6 of their papers we have counts for
6 papers
Quantum State Certification via Effective Parent Hamiltonians from Local Measurement Data
Guy-Philippe Nadon, Guanyi Heng, Pacôme Gasnier +8
The preparation and certification of quantum states is a fundamental challenge across quantum information technology. We introduce a tomography-free state certification method that…
CNN-based automatic segmentation of Lumen & Media boundaries in IVUS images using closed polygonal chains
Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic
We propose an automatic segmentation method for lumen and media with irregular contours in IntraVascular ultra-sound (IVUS) images. In contrast to most approaches that broadly labe…
A Structurally Regularized CNN Architecture via Adaptive Subband Decomposition
Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic
We propose a generalized convolutional neural network (CNN) architecture that first decomposes the input signal into subbands by an adaptive filter bank structure, and then uses co…
A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition
Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic
We propose a convolutional neural network (CNN) architecture for image classification based on subband decomposition of the image using wavelets. The proposed architecture decompos…
FoodTracker: A Real-time Food Detection Mobile Application by Deep Convolutional Neural Networks
Jianing Sun, Katarzyna Radecka, Zeljko Zilic
We present a mobile application made to recognize food items of multi-object meal from a single image in real-time, and then return the nutrition facts with components and approxim…
Scaling and better approximating quantum Fourier transform by higher radices
Zeljko Zilic, Katarzyna Radecka
Quantum Fourier Transform (QFT) plays a principal role in the development of efficient quantum algorithms. Since the number of quantum bits that can currently built is limited, whi…