Electrical Engineering and Systems Science

Authors and titles for May 2021

[1001] arXiv:2105.11692 (cross-list from cs.CV) [pdf, other]

Title: A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction

Liyue Shen, Wei Zhao, Dante Capaldi, John Pauly, Lei Xing

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

[1002] arXiv:2105.11711 (cross-list from cs.CV) [pdf, other]

Title: High-Frequency aware Perceptual Image Enhancement

Hyungmin Roh, Myungjoo Kang

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

[1003] arXiv:2105.11726 (cross-list from cs.LG) [pdf, other]

Title: There is no data like more data -- current status of machine learning datasets in remote sensing

Michael Schmitt, Seyed Ali Ahmadi, Ronny Hänsch

Comments: accepted for the Proceedings of IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2021

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

[1004] arXiv:2105.11728 (cross-list from cs.LG) [pdf, other]

Title: Utterance partitioning for speaker recognition: an experimental review and analysis with new findings under GMM-SVM framework

Nirmalya Sen, Md Sahidullah (MULTISPEECH), Hemant Patil (DA-IICT), Shyamal Kumar das Mandal (IIT Kharagpur), Sreenivasa Krothapalli Rao (IIT Kharagpur), Tapan Kumar Basu (IIT Kharagpur)

Comments: International Journal of Speech Technology, Springer Verlag, In press

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

[1005] arXiv:2105.11732 (cross-list from cs.LG) [pdf, other]

Title: The Perturbed Prox-Preconditioned SPIDER algorithm for EM-based large scale learning

Gersende Fort (IMT), Eric Moulines (X-DEP-MATHAPP, XPOP)

Journal-ref: IEEE Statistical Signal Processing Workshop, Jul 2021, Rio de Janeiro, Brazil

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

[1006] arXiv:2105.11813 (cross-list from cs.SD) [pdf, other]

Title: RNNoise-Ex: Hybrid Speech Enhancement System based on RNN and Spectral Features

Constantine C. Doumanidis (1), Christina Anagnostou (1), Evangelia-Sofia Arvaniti (1), Anthi Papadopoulou (1) ((1) Aristotle University of Thessaloniki)

Comments: 6 pages, 5 figures, presented at ECESCON 12, for code see this https URL

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

[1007] arXiv:2105.11834 (cross-list from cs.IT) [pdf, other]

Title: Improving THz Coverage for 6G URLLC Services via Exploiting Mobile Computing

Sha Xie, Lingxiang Li, Zhi Chen, Shaoqian Li

Comments: 8 pages, 8 figures

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

[1008] arXiv:2105.11836 (cross-list from cs.SD) [pdf, other]

Title: A Modulation Front-End for Music Audio Tagging

Cyrus Vahidi, Charalampos Saitis, György Fazekas

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

[1009] arXiv:2105.11856 (cross-list from cs.SD) [pdf, other]

Title: Spectrum Correction: Acoustic Scene Classification with Mismatched Recording Devices

Michał Kośmider

Comments: 5 pages, 1 figure, published at Interspeech 2020, see this https URL

Journal-ref: Interspeech (2020) 4641-4645

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

[1010] arXiv:2105.11905 (cross-list from cs.CL) [pdf, other]

Title: Exploiting Adapters for Cross-lingual Low-resource Speech Recognition

Wenxin Hou, Han Zhu, Yidong Wang, Jindong Wang, Tao Qin, Renjun Xu, Takahiro Shinozaki

Comments: Accepted by IEEE Transactions on Audio, Speech, and Language Processing (TASLP) as a full paper; 12 pages; code at this https URL

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

[1011] arXiv:2105.11914 (cross-list from cs.RO) [pdf, other]

Title: Theory and Design of Super-resolution Haptic Skins

Huanbo Sun, Georg Martius

Subjects: Robotics (cs.RO); Signal Processing (eess.SP)

[1012] arXiv:2105.11927 (cross-list from cs.CV) [pdf, other]

Title: Hyperspectral Image Denoising with Log-Based Robust PCA

Yang Liu, Qian Zhang, Yongyong Chen, Qiang Cheng, Chong Peng

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

[1013] arXiv:2105.11972 (cross-list from cs.ET) [pdf, other]

Title: Reservoir Computing based on Mutually Injected Phase Modulated Semiconductor Lasers as a monolithic integrated hardware accelerator

Kostas Sozos, Charis Mesaritakis, Adonis Bogris

Subjects: Emerging Technologies (cs.ET); Signal Processing (eess.SP)

[1014] arXiv:2105.11998 (cross-list from cs.RO) [pdf, other]

Title: A Closed-Loop Linear Covariance Framework for Vehicle Path Planning in a Static Uncertain Obstacle Fiel

Randall Christensen, Greg Droge, Robert Leishman

Comments: 41 pages, 21 figures

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

[1015] arXiv:2105.11999 (cross-list from cs.CY) [pdf, other]

Title: Throughput-Fairness Tradeoffs in Mobility Platforms

Arjun Balasingam, Karthik Gopalakrishnan, Radhika Mittal, Venkat Arun, Ahmed Saeed, Mohammad Alizadeh, Hamsa Balakrishnan, Hari Balakrishnan

Comments: Technical report for paper to appear at ACM MobiSys 2021

Subjects: Computers and Society (cs.CY); Multiagent Systems (cs.MA); Networking and Internet Architecture (cs.NI); Robotics (cs.RO); Systems and Control (eess.SY)

[1016] arXiv:2105.12021 (cross-list from math.OC) [pdf, other]

Title: Inner Approximations of the Positive-Semidefinite Cone via Grassmannian Packings

Tianqi Zheng, James Guthrie, Enrique Mallada

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

[1017] arXiv:2105.12151 (cross-list from cs.CV) [pdf, other]

Title: AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression

Baozhou Zhu, Peter Hofstee, Johan Peltenburg, Jinho Lee, Zaid Alars

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

[1018] arXiv:2105.12173 (cross-list from math.OC) [pdf, other]

Title: Degradation Aware Predictive Energy Management Strategy for Ship Power Systems

Satish Vedula, Mehrzad Mohammadi Bijaieh, Ellis Oti Boateng, Olugbenga Moses Anubi

Comments: 5 pages

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

[1019] arXiv:2105.12189 (cross-list from cs.LG) [pdf, other]

Title: Robust Value Iteration for Continuous Control Tasks

Michael Lutter, Shie Mannor, Jan Peters, Dieter Fox, Animesh Garg

Comments: Accepted Paper at Robotics: Science and Systems

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

[1020] arXiv:2105.12225 (cross-list from math.OC) [pdf, other]

Title: A risk analysis framework for real-time control systems

Mads R. Bisgaard, Lukas Hewing, Alexander Domahidi

Comments: v2: Major changes. Corrected several theoretical issues in v1 and recomputed examples

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

[1021] arXiv:2105.12227 (cross-list from cs.CV) [pdf, other]

Title: Learning a Model-Driven Variational Network for Deformable Image Registration

Xi Jia, Alexander Thorley, Wei Chen, Huaqi Qiu, Linlin Shen, Iain B Styles, Hyung Jin Chang, Ales Leonardis, Antonio de Marvao, Declan P. O'Regan, Daniel Rueckert, Jinming Duan

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

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

[1022] arXiv:2105.12249 (cross-list from cs.LG) [pdf, other]

Title: Bayesian Nonparametric Reinforcement Learning in LTE and Wi-Fi Coexistence

Po-Kan Shih

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

[1023] arXiv:2105.12265 (cross-list from cs.IT) [pdf, other]

Title: On Secrecy Performance of Mixed {\alpha}-{\eta}-{\mu} and Malaga RF-FSO Variable Gain Relaying Channel

Nandita Swanan Mandira, Milton Kumar Kundu, Sheikh Habibul Islam, A. S. M. Badrudduza, Imran Shafique Ansari

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

[1024] arXiv:2105.12273 (cross-list from cs.RO) [pdf, other]

Title: Collision Recovery Control of a Foldable Quadrotor

Karishma Patnaik, Shatadal Mishra, Zachary Chase, Wenlong Zhang

Comments: 7 pages, 9 figures, accepted for publication in IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) 2021

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

[1025] arXiv:2105.12307 (cross-list from cs.CE) [pdf, other]

Title: Optimal Transport Based Refinement of Physics-Informed Neural Networks

Vaishnav Tadiparthi, Raktim Bhattacharya

Subjects: Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Systems and Control (eess.SY)

[1026] arXiv:2105.12309 (cross-list from cs.RO) [pdf, other]

Title: Comparison of Dynamic and Kinematic Model Driven Extended Kalman Filters (EKF) for the Localization of Autonomous Underwater Vehicles

Sharan Balasubramanian, Ayush Rajput, Rodra W. Hascaryo, Chirag Rastogi, William R. Norris

Comments: Preprint for ASME Journal for Mechanisms and Robotics, not peer reviewed yet

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

[1027] arXiv:2105.12342 (cross-list from math.OC) [pdf, other]

Title: A data-driven approach to beating SAA out-of-sample

Jun-ya Gotoh, Michael Jong Kim, Andrew E.B. Lim

Comments: 25 pages, 2 page bibliography, 2 Figures, 12 page Appendix

Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG); Econometrics (econ.EM); Systems and Control (eess.SY); Machine Learning (stat.ML)

[1028] arXiv:2105.12358 (cross-list from math.OC) [pdf, other]

Title: Certainty Equivalent Quadratic Control for Markov Jump Systems

Zhe Du, Yahya Sattar, Davoud Ataee Tarzanagh, Laura Balzano, Samet Oymak, Necmiye Ozay

Comments: 17 pages, 8 figures

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

[1029] arXiv:2105.12360 (cross-list from cs.IT) [pdf, other]

Title: User Grouping and Reflective Beamforming for IRS-Aided URLLC

Hailiang Xie, Jie Xu, Ya-Feng Liu, Liang Liu, Derrick Wing Kwan Ng

Comments: submitted for possible journal publication

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

[1030] arXiv:2105.12395 (cross-list from cs.SD) [pdf, other]

Title: Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks

Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer

Comments: Accepted in IEEE/ACM Transactions on Audio, Speech, and Language Processing. Code available: this https URL

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

[1031] arXiv:2105.12431 (cross-list from cs.GT) [pdf, other]

Title: Dynamic Games of Social Distancing during an Epidemic: Analysis of Asymmetric Solutions

Ioannis Kordonis, Athanasios-Rafail Lagos, George P. Papavassilopoulos

Subjects: Computer Science and Game Theory (cs.GT); Systems and Control (eess.SY); Optimization and Control (math.OC)

[1032] arXiv:2105.12497 (cross-list from cs.LG) [pdf, other]

Title: Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI

Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li

Journal-ref: Knowledge-Based Systems, Volume 236, 5 January 2022,107763

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

[1033] arXiv:2105.12502 (cross-list from cs.SD) [pdf, other]

Title: Compensating class imbalance for acoustic chimpanzee detection with convolutional recurrent neural networks

Franz Anders, Ammie K. Kalan, Hjalmar S. Kühl, Mirco Fuchs

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

[1034] arXiv:2105.12516 (cross-list from math.OC) [pdf, other]

Title: On Robustness of Kernel-Based Regularized System Identification

Mohammad Khosravi, Roy S. Smith

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

[1035] arXiv:2105.12564 (cross-list from cs.CV) [pdf, other]

Title: Predicting invasive ductal carcinoma using a Reinforcement Sample Learning Strategy using Deep Learning

Rushabh Patel

Comments: Updated References

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

[1036] arXiv:2105.12592 (cross-list from quant-ph) [pdf, other]

Title: Perspective -- On the thermodynamics of perfect unconditional security

Christiana Chamon, Laszlo Kish

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

[1037] arXiv:2105.12645 (cross-list from cs.IT) [pdf, other]

Title: Topological Pilot Assignment in Large-Scale Distributed MIMO Networks

Han Yu, Xinping Yi, Giuseppe Caire

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

[1038] arXiv:2105.12708 (cross-list from cs.CL) [pdf, other]

Title: Multitask Learning for Grapheme-to-Phoneme Conversion of Anglicisms in German Speech Recognition

Julia Pritzen, Michael Gref, Dietlind Zühlke, Christoph Schmidt

Comments: Submitted to LREC 2022

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

[1039] arXiv:2105.12718 (cross-list from physics.app-ph) [pdf, other]

Title: Magnetic Particle Spectroscopy (MPS) with One-stage Lock-in Implementation for Magnetic Bioassays with Improved Sensitivities

Vinit Kumar Chugh, Kai Wu, Venkatramana D. Krishna, Arturo di Girolamo, Robert P. Bloom, Yongqiang Andrew Wang, Renata Saha, Shuang Liang, Maxim C-J Cheeran, Jian-Ping Wang

Comments: 26 Pages, 11 Figures

Subjects: Applied Physics (physics.app-ph); Systems and Control (eess.SY)

[1040] arXiv:2105.12794 (cross-list from cs.CV) [pdf, other]

Title: DFPN: Deformable Frame Prediction Network

M. Akın Yılmaz, A. Murat Tekalp

Comments: Accepted for publication in IEEE International Conference on Image Processing (ICIP) 2021

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

[1041] arXiv:2105.12802 (cross-list from cs.IT) [pdf, other]

Title: Direct Detection Under Tukey Signalling

Amir Tasbihi, Frank R. Kschischang

Comments: Submitted to J. Lightwave Techn. on May 26th, 2021. First revision on July 11th, 2021. Second revision on August 7th, 2021

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

[1042] arXiv:2105.12821 (cross-list from cs.IT) [pdf, other]

Title: On the Achievable Max-Min User Rates in Multi-Carrier Centralized NOMA-VLC Networks

Omar Maraqa, Umair F. Siddiqi (Member, IEEE), Saad Al-Ahmadi, Sadiq M. Sait (Senior Member, IEEE)

Comments: May, 2021: Accepted for publication in Sensors Journal, MDPI Publisher

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

[1043] arXiv:2105.12822 (cross-list from cs.CV) [pdf, other]

Title: Issues in Object Detection in Videos using Common Single-Image CNNs

Spencer Ploeger, Lucas Dasovic

Comments: 5 pages, 6 figures, supplementary material at: this https URL

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

[1044] arXiv:2105.12827 (cross-list from cs.NI) [pdf, html, other]

Title: Massive MIMO Adaptive Modulation and Coding Using Online Deep Learning Algorithm

Evgeny Bobrov (1, 2), Dmitry Kropotov (2, 3), Hao Lu (1), Danila Zaev (1) ((1) Moscow Research Center, Huawei Technologies, Russia, (2) M. V. Lomonosov Moscow State University, Russia, (3) National Research University Higher School of Economics, Russia)

Comments: The paper has been accepted to the IEEE Communications Letters journal and has 5 pages, 8 figures, and 1 table

Journal-ref: IEEE Communications Letters (2021)

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

[1045] arXiv:2105.12831 (cross-list from cs.SD) [pdf, other]

Title: Self-attending RNN for Speech Enhancement to Improve Cross-corpus Generalization

Ashutosh Pandey, DeLiang Wang

Comments: Accepted for publication in IEEE/ACM Transactions on Audio, Speech and Language Processing

Journal-ref: IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 30, pp. 1374-1385, 2022

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

[1046] arXiv:2105.12838 (cross-list from cs.IT) [pdf, other]

Title: Information Harvesting for Far-Field Wireless Power Transfer

Mehmet C. Ilter, Risto Wichman, Mikko Säily, Jyri Hämäläinen

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

[1047] arXiv:2105.12847 (cross-list from physics.acc-ph) [pdf, other]

Title: Developing Robust Digital Twins and Reinforcement Learning for Accelerator Control Systems at the Fermilab Booster

D. Kafkes, M. Schram

Comments: Corresponding proceedings for poster presentation at 12th International Particle Accelerator Conference - IPAC'21; final version

Subjects: Accelerator Physics (physics.acc-ph); Systems and Control (eess.SY)

[1048] arXiv:2105.12903 (cross-list from cs.LG) [pdf, other]

Title: Neural Enhanced Belief Propagation for Cooperative Localization

Mingchao Liang, Florian Meyer

Subjects: Machine Learning (cs.LG); Multiagent Systems (cs.MA); Robotics (cs.RO); Signal Processing (eess.SP)

[1049] arXiv:2105.12916 (cross-list from cs.LG) [pdf, other]

Title: Robust learning from corrupted EEG with dynamic spatial filtering

Hubert Banville, Sean U.N. Wood, Chris Aimone, Denis-Alexander Engemann, Alexandre Gramfort

Comments: 42 pages, 9 figures

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP); Neurons and Cognition (q-bio.NC); Quantitative Methods (q-bio.QM); Machine Learning (stat.ML)

[1050] arXiv:2105.13038 (cross-list from cs.RO) [pdf, other]

Title: LVD-NMPC: A Learning-based Vision Dynamics Approach to Nonlinear Model Predictive Control for Autonomous Vehicles

Sorin Grigorescu, Cosmin Ginerica, Mihai Zaha, Gigel Macesanu, Bogdan Trasnea

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