Electrical Engineering and Systems Science

Authors and titles for August 2021

[901] arXiv:2108.09203 (cross-list from cs.LG) [pdf, other]

Title: Parsing Birdsong with Deep Audio Embeddings

Irina Tolkova, Brian Chu, Marcel Hedman, Stefan Kahl, Holger Klinck

Comments: IJCAI 2021 Artificial Intelligence for Social Good (AI4SG) Workshop

Subjects: Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[902] arXiv:2108.09229 (cross-list from physics.med-ph) [pdf, other]

Title: Using Uncertainty in Deep Learning Reconstruction for Cone-Beam CT of the Brain

Pengwei Wu, Alejandro Sisniega, Ali Uneri, Runze Han, Craig Jones, Prasad Vagdargi, Xiaoxuan Zhang, Mark Luciano, William Anderson, Jeffrey Siewerdsen

Comments: This work was presented at the 16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D), July 19-23, 2021, Leuven, Belgium

Subjects: Medical Physics (physics.med-ph); Image and Video Processing (eess.IV)

[903] arXiv:2108.09285 (cross-list from cs.CV) [pdf, other]

Title: Zoom, Enhance! Measuring Surveillance GAN Up-sampling

Jake Sparkman, Abdalla Al-Ayrot, Utkarsh Contractor

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

[904] arXiv:2108.09342 (cross-list from cs.ET) [pdf, other]

Title: Design of Novel 3T Ternary DRAM with Single Word-Line using CNTFET

Zarin Tasnim Sandhie, Farid Uddin Ahmed, Masud H. Chowdhury

Subjects: Emerging Technologies (cs.ET); Systems and Control (eess.SY)

[905] arXiv:2108.09388 (cross-list from cs.IT) [pdf, other]

Title: Distributed Reconfigurable Intelligent Surfaces Assisted Wireless Communication: Asymptotic Analysis under Imperfect CSI

Bayan Al-Nahhas, Qurrat-Ul-Ain Nadeem, Anas Chaaban

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[906] arXiv:2108.09423 (cross-list from cs.LG) [pdf, other]

Title: Adaptive unsupervised learning with enhanced feature representation for intra-tumor partitioning and survival prediction for glioblastoma

Yifan Li, Chao Li, Yiran Wei, Stephen Price, Carola-Bibiane Schönlieb, Xi Chen

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP)

[907] arXiv:2108.09430 (cross-list from cs.IT) [pdf, other]

Title: An Attention-Aided Deep Learning Framework for Massive MIMO Channel Estimation

Jiabao Gao, Mu Hu, Caijun Zhong, Geoffrey Ye Li, Zhaoyang Zhang

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[908] arXiv:2108.09498 (cross-list from cs.IT) [pdf, other]

Title: Active User Detection and Channel Estimation for Spatial-based Random Access in Crowded Massive MIMO Systems via Blind Super-resolution

Abolghasem Afshar, Vahid Tabataba Vakili, Sajad Daei

Journal-ref: IEEE Signal Processing Letters, April 2022

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[909] arXiv:2108.09499 (cross-list from q-bio.OT) [pdf, other]

Title: MITI Minimum Information guidelines for highly multiplexed tissue images

Denis Schapiro, Clarence Yapp, Artem Sokolov, Sheila M. Reynolds, Yu-An Chen, Damir Sudar, Yubin Xie, Jeremy L. Muhlich, Raquel Arias-Camison, Sarah Arena, Adam J. Taylor, Milen Nikolov, Madison Tyler, Jia-Ren Lin, Erik A. Burlingame, Human Tumor Atlas Network, Young H. Chang, Samouil L Farhi, Vésteinn Thorsson, Nithya Venkatamohan, Julia L. Drewes, Dana Pe'er, David A. Gutman, Markus D. Herrmann, Nils Gehlenborg, Peter Bankhead, Joseph T. Roland, John M. Herndon, Michael P. Snyder, Michael Angelo, Garry Nolan, Jason R. Swedlow, Nikolaus Schultz, Daniel T. Merrick, Sarah A. Mazzilli, Ethan Cerami, Scott J. Rodig, Sandro Santagata, Peter K. Sorger

Subjects: Other Quantitative Biology (q-bio.OT); Image and Video Processing (eess.IV)

[910] arXiv:2108.09530 (cross-list from math.OC) [pdf, other]

Title: Covariance Steering for Nonlinear Control-affine Systems

Hongzhe Yu, Zhenyang Chen, Yongxin Chen

Comments: 8 pages

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

[911] arXiv:2108.09556 (cross-list from stat.AP) [pdf, other]

Title: A generalized forecasting solution to enable future insights of COVID-19 at sub-national level resolutions

Umar Marikkar, Harshana Weligampola, Rumali Perera, Jameel Hassan, Suren Sritharan, Gihan Jayatilaka, Roshan Godaliyadda, Vijitha Herath, Parakrama Ekanayake, Janaka Ekanayake, Anuruddhika Rathnayake, Samath Dharmaratne

Subjects: Applications (stat.AP); Artificial Intelligence (cs.AI); Signal Processing (eess.SP)

[912] arXiv:2108.09609 (cross-list from cs.RO) [pdf, other]

Title: Event-Triggered Control for Weight-Unbalanced Directed Networks

Juan D. Pabon, Gustavo A. Cardona, Nestor I. Ospina, Juan Calderon, Eduardo Mojica-Nava

Comments: 6 Pages, 4 Figures, IROS 2021

Subjects: Robotics (cs.RO); Systems and Control (eess.SY)

[913] arXiv:2108.09632 (cross-list from math.NA) [pdf, other]

Title: Mathematical Analysis of Modified BEM-FEM Coupling Approach for 3D Electromagnetic Levitation Problem

Sayan Sarkar, Amit Jena, Mashuq un Nabi

Comments: 9 pages, multiple figures

Subjects: Numerical Analysis (math.NA); Systems and Control (eess.SY)

[914] arXiv:2108.09922 (cross-list from cs.SD) [pdf, other]

Title: Subject Envelope based Multitype Reconstruction Algorithm of Speech Samples of Parkinson's Disease

Yongming Li, Chengyu Liu, Pin Wang, Hehua Zhang, Anhai Wei

Comments: 11 pages, 6 tables

Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[915] arXiv:2108.09993 (cross-list from cs.CV) [pdf, other]

Title: Image coding for machines: an end-to-end learned approach

Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi-Youvalari, Esa Rahtu

Comments: Fixed a couple of mistakes since the version accepted in IEEE ICASSP2021

Journal-ref: 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2021), 2021, pp. 1590-1594

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

[916] arXiv:2108.10073 (cross-list from physics.med-ph) [pdf, other]

Title: System Matrix based Reconstruction for Pulsed Sequences in Magnetic Particle Imaging

Fabian Mohn, Tobias Knopp, Marija Boberg, Florian Thieben, Patryk Szwargulski, Matthias Graeser

Comments: 15 pages, 12 figures

Subjects: Medical Physics (physics.med-ph); Signal Processing (eess.SP)

[917] arXiv:2108.10080 (cross-list from cs.IT) [pdf, other]

Title: On Kurtosis-limited Enumerative Sphere Shaping for Reach Increase in Single-span Systems

Yunus Can Gültekin, Alex Alvarado, Olga Vassilieva, Inwoong Kim, Paparao Palacharla, Chigo M. Okonkwo, Frans M. J. Willems

Comments: 4 pages, 5 figures, accepted to be presented at the ECOC 2021

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[918] arXiv:2108.10090 (cross-list from cs.IT) [pdf, other]

Title: CS-Based CSIT Estimation for Downlink Pilot Decontamination in Multi-Cell FDD Massive MIMO

Yikun Mei, Zhen Gao

Comments: Accepted by IEEE/CIC International Conference on Communications in China

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[919] arXiv:2108.10101 (cross-list from cs.LG) [pdf, other]

Title: On the Acceleration of Deep Neural Network Inference using Quantized Compressed Sensing

Meshia Cédric Oveneke

Comments: 3 pages, no figures, paper accepted at Black In AI at the 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada

Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Signal Processing (eess.SP); Numerical Analysis (math.NA); Machine Learning (stat.ML)

[920] arXiv:2108.10103 (cross-list from cs.CV) [pdf, other]

Title: Deep neural networks approach to microbial colony detection -- a comparative analysis

Sylwia Majchrowska, Jarosław Pawłowski, Natalia Czerep, Aleksander Górecki, Jakub Kuciński, Tomasz Golan

Comments: 8 pages, 2 figures, 3 tables

Journal-ref: In: Biele, C., Kacprzyk, J., Kope\'c, W., Owsi\'nski, J.W., Romanowski, A., Sikorski, M. (eds) Digital Interaction and Machine Intelligence. MIDI 2021. Lecture Notes in Networks and Systems, vol 440. Springer, Cham, pp. 98-106

Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV); Quantitative Methods (q-bio.QM)

[921] arXiv:2108.10118 (cross-list from cs.CV) [pdf, other]

Title: Tracked 3D Ultrasound and Deep Neural Network-based Thyroid Segmentation reduce Interobserver Variability in Thyroid Volumetry

Markus Krönke, Christine Eilers, Desislava Dimova, Melanie Köhler, Gabriel Buschner, Lilit Mirzojan, Lemonia Konstantinidou, Marcus R. Makowski, James Nagarajah, Nassir Navab, Wolfgang Weber, Thomas Wendler

Comments: 7 figures, 19 pages, under review

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[922] arXiv:2108.10122 (cross-list from physics.optics) [pdf, other]

Title: Ghost Panorama

Zhiyuan Ye, Hai-Bo Wang, Jun Xiong, Kaige Wang

Comments: 5 pages, 4figures

Subjects: Optics (physics.optics); Image and Video Processing (eess.IV)

[923] arXiv:2108.10147 (cross-list from cs.LG) [pdf, other]

Title: Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data

Yoo Jeong Ha, Minjae Yoo, Gusang Lee, Soyi Jung, Sae Won Choi, Joongheon Kim, Seehwan Yoo

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

[924] arXiv:2108.10201 (cross-list from cs.CV) [pdf, other]

Title: Diverse Similarity Encoder for Deep GAN Inversion

Cheng Yu, Wenmin Wang

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

[925] arXiv:2108.10254 (cross-list from cs.AI) [pdf, other]

Title: Automatic Speech Recognition And Limited Vocabulary: A Survey

Jean Louis K. E. Fendji, Diane C. M. Tala, Blaise O. Yenke, Marcellin Atemkeng

Comments: 24 pages, 9 figures, 6 tables, submitted to Elsevier for possible publication

Subjects: Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[926] arXiv:2108.10260 (cross-list from math.OC) [pdf, other]

Title: Proportional-Integral Projected Gradient Method for Conic Optimization

Yue Yu, Purnanand Elango, Ufuk Topcu, Behçet Açıkmeşe

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

[927] arXiv:2108.10282 (cross-list from cs.CV) [pdf, other]

Title: ChiNet: Deep Recurrent Convolutional Learning for Multimodal Spacecraft Pose Estimation

Duarte Rondao, Nabil Aouf, Mark A. Richardson

Comments: This work has been submitted to the IEEE for possible publication

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

[928] arXiv:2108.10284 (cross-list from cs.LG) [pdf, other]

Title: Exclusive Group Lasso for Structured Variable Selection

David Gregoratti, Xavier Mestre, Carlos Buelga

Comments: 36 pages, 2 figures. Not submitted for publication. New license

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP); Machine Learning (stat.ML)

[929] arXiv:2108.10294 (cross-list from cs.SD) [pdf, other]

Title: General Theory of Music by Icosahedron 2: Analysis of musical pieces by the exceptional musical icosahedra

Yusuke Imai

Comments: 32 pages, 51 figures

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

[930] arXiv:2108.10335 (cross-list from cs.CV) [pdf, other]

Title: edge-SR: Super-Resolution For The Masses

Pablo Navarrete Michelini, Yunhua Lu, Xingqun Jiang

Comments: In WACV 2022. Code available in this https URL

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

[931] arXiv:2108.10390 (cross-list from math.OC) [pdf, other]

Title: Reachability of weakly nonlinear systems using Carleman linearization

Marcelo Forets, Christian Schilling

Journal-ref: International Conference on Reachability Problems (pp. 85-99), 2021. Springer, Cham

Subjects: Optimization and Control (math.OC); Mathematical Software (cs.MS); Systems and Control (eess.SY); Dynamical Systems (math.DS)

[932] arXiv:2108.10392 (cross-list from cs.RO) [pdf, other]

Title: A generalized stacked reinforcement learning method for sampled systems

Pavel Osinenko, Dmitrii Dobriborsci, Grigory Yaremenko, Georgiy Malaniya

Subjects: Robotics (cs.RO); Systems and Control (eess.SY); Dynamical Systems (math.DS)

[933] arXiv:2108.10397 (cross-list from cs.LG) [pdf, other]

Title: Predicting Vehicles' Longitudinal Trajectories and Lane Changes on Highway On-Ramps

Nachuan Li, Riley Fischer, Wissam Kontar, Soyoung Ahn

Subjects: Machine Learning (cs.LG); Systems and Control (eess.SY)

[934] arXiv:2108.10430 (cross-list from cs.CV) [pdf, other]

Title: CoverTheFace: face covering monitoring and demonstrating using deep learning and statistical shape analysis

Yixin Hu, Xingyu Li

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

[935] arXiv:2108.10447 (cross-list from cs.SD) [pdf, other]

Title: One TTS Alignment To Rule Them All

Rohan Badlani, Adrian Łancucki, Kevin J. Shih, Rafael Valle, Wei Ping, Bryan Catanzaro

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

[936] arXiv:2108.10448 (cross-list from cs.LG) [pdf, other]

Title: Fast Robust Tensor Principal Component Analysis via Fiber CUR Decomposition

HanQin Cai, Zehan Chao, Longxiu Huang, Deanna Needell

Comments: Accepted to Workshop on Robust Subspace Learning and Applications in Computer Vision, International Conference on Computer Vision (ICCV) 2021

Journal-ref: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, pages 189-197, 2021

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

[937] arXiv:2108.10449 (cross-list from cs.SD) [pdf, other]

Title: Differential Music: Automated Music Generation Using LSTM Networks with Representation Based on Melodic and Harmonic Intervals

Hooman Rafraf

Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)

[938] arXiv:2108.10499 (cross-list from cs.ET) [pdf, other]

Title: Creating Electronic Oscillator-based Ising Machines without External Injection Locking

Jaykumar Vaidya, R S Surya Kanthi, Nikhil Shukla

Comments: 18 pages, 5 figures

Subjects: Emerging Technologies (cs.ET); Systems and Control (eess.SY)

[939] arXiv:2108.10572 (cross-list from cs.NI) [pdf, other]

Title: Optimal UAV Hitching on Ground Vehicles

Lihua Ruan, Lingjie Duan, Jianwei Huang

Subjects: Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[940] arXiv:2108.10574 (cross-list from cs.IT) [pdf, other]

Title: Spectral Efficiency Analysis of Cell-free Distributed Massive MIMO Systems with Imperfect Covariance Matrix

Feng Ye, Jiamin Li, Pengcheng Zhu, Dongming Wang, Xiaohu You

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[941] arXiv:2108.10632 (cross-list from cs.IT) [pdf, other]

Title: A Random Geometric Model of Blockages in Vehicular Networks

Chang-Sik Choi, François Baccelli

Comments: Submitted to IEEE Journal

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[942] arXiv:2108.10658 (cross-list from math.OC) [pdf, other]

Title: Integral action for setpoint regulation control of a reaction-diffusion equation in the presence of a state delay

Hugo Lhachemi, Ammar Malik, Robert Shorten

Comments: Accepted for publication in Automatica

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

[943] arXiv:2108.10664 (cross-list from math.OC) [pdf, other]

Title: Finite-dimensional observer-based boundary stabilization of reaction-diffusion equations with a either Dirichlet or Neumann boundary measurement

Hugo Lhachemi, Christophe Prieur

Comments: Accepted for publication in Automatica

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

[944] arXiv:2108.10688 (cross-list from cs.IT) [pdf, other]

Title: Secrecy Rate Maximization for Intelligent Reflecting Surface Assisted MIMOME Wiretap Channels

Anshu Mukherjee, Vaibhav Kumar, Le-Nam Tran

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[945] arXiv:2108.10701 (cross-list from cs.DC) [pdf, other]

Title: Sonic: A Sampling-based Online Controller for Streaming Applications

Yan Pei, Keshav Pingali

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG); Performance (cs.PF); Systems and Control (eess.SY)

[946] arXiv:2108.10748 (cross-list from cs.LG) [pdf, other]

Title: Federated Learning for UAV Swarms Under Class Imbalance and Power Consumption Constraints

Ilyes Mrad, Lutfi Samara, Alaa Awad Abdellatif, Abubakr Al-Abbasi, Ridha Hamila, Aiman Erbad

Comments: Accepted at IEEE Global Communications Conference 2021

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP)

[947] arXiv:2108.10760 (cross-list from physics.ins-det) [pdf, other]

Title: Simplified Doppler frequency shift measurement enabled by Serrodyne optical frequency translation

Yang Chen, Taixia Shi

Comments: 9 pages, 6 figures, 1 table

Subjects: Instrumentation and Detectors (physics.ins-det); Signal Processing (eess.SP); Optics (physics.optics)

[948] arXiv:2108.10803 (cross-list from cs.CL) [pdf, other]

Title: Reducing Exposure Bias in Training Recurrent Neural Network Transducers

Xiaodong Cui, Brian Kingsbury, George Saon, David Haws, Zoltan Tuske

Comments: accepted to Interspeech 2021

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

[949] arXiv:2108.10990 (cross-list from cs.CR) [pdf, other]

Title: Online Dictionary Learning Based Fault and Cyber Attack Detection for Power Systems

Gabriel Intriago, Yu Zhang

Comments: Accepted to the 2021 IEEE Power and Energy Society (PES) General Meeting

Subjects: Cryptography and Security (cs.CR); Machine Learning (cs.LG); Systems and Control (eess.SY)

[950] arXiv:2108.11052 (cross-list from math.OC) [pdf, other]

Title: Spill-Free Transfer and Stabilization of Viscous Liquid

Iasson Karafyllis, Miroslav Krstic

Comments: 24 pages,1 figure, submitted to IEEE TAC for possible publication

Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY); Analysis of PDEs (math.AP); Fluid Dynamics (physics.flu-dyn)