Computer Science

Authors and titles for Aug 2022, skipping first 6225

[6226]  arXiv:2208.13754 (cross-list from quant-ph) [pdf, other]

Title: Simple and Rigorous Proof Method for the Security of Practical Quantum Key Distribution in the Single-Qubit Regime Using Mismatched Basis Measurements

Authors: Michel Boyer, Gilles Brassard, Nicolas Godbout, Rotem Liss, Stéphane Virally

Comments: 25 pages

Journal-ref: Quantum Reports 2023, 5(1), 52-77

Subjects: Quantum Physics (quant-ph); Cryptography and Security (cs.CR)

[6227]  arXiv:2208.13772 (cross-list from physics.comp-ph) [pdf, other]

Title: Computing committors via Mahalanobis diffusion maps with enhanced sampling data

Authors: Luke Evans, Maria K. Cameron, Pratyush Tiwary

Comments: Restructured introduction, improved explanation of key algorithms and formulas (Section II.C and III.B,C). Streamlined presentation and proof of Theorem 1

Subjects: Computational Physics (physics.comp-ph); Statistical Mechanics (cond-mat.stat-mech); Numerical Analysis (math.NA)

[6228]  arXiv:2208.13776 (cross-list from q-bio.QM) [pdf, other]

Title: Attention-based Interpretable Regression of Gene Expression in Histology

Authors: Mara Graziani, Niccolò Marini, Nicolas Deutschmann, Nikita Janakarajan, Henning Müller, María Rodríguez Martínez

Comments: Github Repo: this https URL

Subjects: Quantitative Methods (q-bio.QM); Machine Learning (cs.LG)

[6229]  arXiv:2208.13796 (cross-list from astro-ph.CO) [pdf, other]

Title: Inferring subhalo effective density slopes from strong lensing observations with neural likelihood-ratio estimation

Authors: Gemma Zhang, Siddharth Mishra-Sharma, Cora Dvorkin

Comments: 11 pages, 5 figures; matches the published version with a corrected plot, conclusions unchanged

Subjects: Cosmology and Nongalactic Astrophysics (astro-ph.CO); Astrophysics of Galaxies (astro-ph.GA); Machine Learning (cs.LG); High Energy Physics - Phenomenology (hep-ph)

[6230]  arXiv:2208.13828 (cross-list from math.ST) [pdf, other]

Title: Assessing, testing and estimating the amount of fine-tuning by means of active information

Authors: Daniel Andrés Díaz-Pachón, Ola Hössjer

Comments: 28 pages, 3 figures

Journal-ref: Entropy 2022, 24(10), 1323

Subjects: Statistics Theory (math.ST); Information Theory (cs.IT); Data Analysis, Statistics and Probability (physics.data-an)

[6231]  arXiv:2208.13876 (cross-list from math.NT) [pdf, other]

Title: On the Barnes double gamma function

Authors: Shahen Alexanian, Alexey Kuznetsov

Comments: 23 pages, 2 figures. In this version we added Remark 1 on page 14

Subjects: Number Theory (math.NT); Numerical Analysis (math.NA)

[6232]  arXiv:2208.13916 (cross-list from eess.AS) [pdf, other]

Title: A Language Agnostic Multilingual Streaming On-Device ASR System

Authors: Bo Li, Tara N. Sainath, Ruoming Pang, Shuo-yiin Chang, Qiumin Xu, Trevor Strohman, Vince Chen, Qiao Liang, Heguang Liu, Yanzhang He, Parisa Haghani, Sameer Bidichandani

Comments: Accepted in Interspeech 2022

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)

[6233]  arXiv:2208.13923 (cross-list from eess.IV) [pdf, other]

Title: SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI

Authors: Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kitler

Comments: Accepted at MICCAI MILLAND workshop

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[6234]  arXiv:2208.13943 (cross-list from eess.AS) [pdf, other]

Title: Classify Respiratory Abnormality in Lung Sounds Using STFT and a Fine-Tuned ResNet18 Network

Authors: Zizhao Chen, Hongliang Wang, Chia-Hui Yeh, Xilin Liu

Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD); Signal Processing (eess.SP); Quantitative Methods (q-bio.QM)

[6235]  arXiv:2208.13969 (cross-list from eess.IV) [pdf, ps, other]

Title: Airway Tree Modeling Using Dual-channel 3D UNet 3+ with Vesselness Prior

Authors: Hsiang-Chin Chien, Ching-Ping Wang, Jung-Chih Chen, Chia-Yen Lee

Subjects: Image and Video Processing (eess.IV); Machine Learning (cs.LG)

[6236]  arXiv:2208.13974 (cross-list from eess.IV) [pdf, ps, other]

Title: Learned Lossless Image Compression With Combined Autoregressive Models And Attention Modules

Authors: Ran Wang, Jinming Liu, Heming Sun, Jiro Katto

Comments: 5 pages

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[6237]  arXiv:2208.13979 (cross-list from physics.app-ph) [pdf, ps, other]

Title: Virtual impactor-based label-free bio-aerosol detection using holography and deep learning

Authors: Yi Luo, Yijie Zhang, Tairan Liu, Alan Yu, Yichen Wu, Aydogan Ozcan

Comments: 23 Pages, 5 Figures, 1 Table

Journal-ref: ACS Sensors (2022)

Subjects: Applied Physics (physics.app-ph); Machine Learning (cs.LG); Image and Video Processing (eess.IV); Optics (physics.optics)

[6238]  arXiv:2208.14003 (cross-list from eess.IV) [pdf, other]

Title: EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks

Authors: Masoud Mokhtari, Teresa Tsang, Purang Abolmaesumi, Renjie Liao

Comments: Published in MICCAI 2022

Subjects: Image and Video Processing (eess.IV); Machine Learning (cs.LG)

[6239]  arXiv:2208.14022 (cross-list from eess.IV) [pdf, other]

Title: Stabilize, Decompose, and Denoise: Self-Supervised Fluoroscopy Denoising

Authors: Ruizhou Liu, Qiang Ma, Zhiwei Cheng, Yuanyuan Lyu, Jianji Wang, S. Kevin Zhou

Comments: 11 pages, 18 figures

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[6240]  arXiv:2208.14057 (cross-list from quant-ph) [pdf, other]

Title: Symmetric Pruning in Quantum Neural Networks

Authors: Xinbiao Wang, Junyu Liu, Tongliang Liu, Yong Luo, Yuxuan Du, Dacheng Tao

Comments: Accepted to International Conference on Learning Representations (ICLR) 2023

Journal-ref: International Conference on Learning Representations (ICLR) 2023

Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[6241]  arXiv:2208.14141 (cross-list from eess.IV) [pdf, other]

Title: Airway measurement by refinement of synthetic images improves mortality prediction in idiopathic pulmonary fibrosis

Authors: Ashkan Pakzad, Mou-Cheng Xu, Wing Keung Cheung, Marie Vermant, Tinne Goos, Laurens J De Sadeleer, Stijn E Verleden, Wim A Wuyts, John R Hurst, Joseph Jacob

Comments: 11 Pages, 4 figures. Source code available: this https URL Initial submission version, to be published in MICCAI Workshop on Deep Generative Models 2022

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Medical Physics (physics.med-ph)

[6242]  arXiv:2208.14148 (cross-list from astro-ph.EP) [pdf, other]

Title: Large-step neural network for learning the symplectic evolution from partitioned data

Authors: Xin Li, Jian Li, Zhihong Jeff Xia, Nikolaos Georgakarakos

Comments: 13 pages, 7 figures, accepted for publication in MNRAS

Subjects: Earth and Planetary Astrophysics (astro-ph.EP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Computational Physics (physics.comp-ph)

[6243]  arXiv:2208.14163 (cross-list from math.OC) [pdf, ps, other]

Title: Optimal Management of Renewable Generation and Uncertain Demand with Reverse Fuel Cells by Stochastic Model Predictive Control

Authors: Francesco Conte, Gabriele Mosaico, Gianluca Natrella, Matteo Saviozzi, Fiammetta Rita Bianchi

Comments: 6 pages

Journal-ref: 2022 17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022

Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY)

[6244]  arXiv:2208.14182 (cross-list from eess.SP) [pdf, other]

Title: A Study on the relationship between the geometrical shapes and the biometrical acoustic characteristics of human ear canal

Authors: Riki Kimura, Shunsuke Tanaka, Naoki Wakui, Naoki Kodama, Shohei Yano

Comments: 10 pages, 10 figures

Subjects: Signal Processing (eess.SP); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[6245]  arXiv:2208.14193 (cross-list from quant-ph) [pdf, other]

Title: Robust Quantum Control: Analysis & Synthesis via Averaging

Authors: Robert L. Kosut, Gaurav Bhole, Herschel Rabitz

Comments: 19 pages, 9 figures

Subjects: Quantum Physics (quant-ph); Systems and Control (eess.SY)

[6246]  arXiv:2208.14206 (cross-list from eess.IV) [pdf, other]

Title: FUSION: Fully Unsupervised Test-Time Stain Adaptation via Fused Normalization Statistics

Authors: Nilanjan Chattopadhyay, Shiv Gehlot, Nitin Singhal

Comments: Accepted in European Conference on Computer Vision (ECCV) 2022 Workshop: AI-enabled medical image analysis (AIMIA)

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[6247]  arXiv:2208.14208 (cross-list from math.DS) [pdf, ps, other]

Title: The dynamics of interacting multi-pulses in the one-dimensional quintic complex Ginzburg-Landau equation

Authors: T. Rossides, D. J. B. Lloyd, S. Zelik, M. R. Turner

Comments: 33 pages

Subjects: Dynamical Systems (math.DS); Numerical Analysis (math.NA)

[6248]  arXiv:2208.14277 (cross-list from quant-ph) [pdf, other]

Title: Advance quantum image representation and compression using DCTEFRQI approach

Authors: Md Ershadul Haque, Manoranjon Paul, Anwaar Ulhaq, Tanmoy Debnath

Subjects: Quantum Physics (quant-ph); Information Retrieval (cs.IR)

[6249]  arXiv:2208.14311 (cross-list from q-fin.ST) [pdf, ps, other]

Title: Modeling Volatility and Dependence of European Carbon and Energy Prices

Authors: Jonathan Berrisch, Sven Pappert, Florian Ziel, Antonia Arsova

Comments: Accepted for publication in Finance Research Letters

Subjects: Statistical Finance (q-fin.ST); Machine Learning (cs.LG); Econometrics (econ.EM); Applications (stat.AP); Computation (stat.CO)

[6250]  arXiv:2208.14314 (cross-list from math.OC) [pdf, other]

Title: Cardinal Optimizer (COPT) User Guide

Authors: Dongdong Ge, Qi Huangfu, Zizhuo Wang, Jian Wu, Yinyu Ye

Subjects: Optimization and Control (math.OC); Mathematical Software (cs.MS)