Electrical Engineering and Systems Science

Authors and titles for May 2021

[1051] arXiv:2105.13086 (cross-list from cs.SD) [pdf, html, other]

Title: Phone-Level Prosody Modelling with GMM-Based MDN for Diverse and Controllable Speech Synthesis

Chenpeng Du, Kai Yu

Comments: Accepted to IEEE/ACM Transactions on Audio, Speech, and Language Processing (Volume 30)

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

[1052] arXiv:2105.13159 (cross-list from math.OC) [pdf, other]

Title: Generalized solutions to opinion dynamics models with discontinuities

Francesca Ceragioli, Paolo Frasca, Benedetto Piccoli, Francesco Rossi

Subjects: Optimization and Control (math.OC); Social and Information Networks (cs.SI); Systems and Control (eess.SY)

[1053] arXiv:2105.13189 (cross-list from math.NA) [pdf, other]

Title: Sparse recovery based on the generalized error function

Zhiyong Zhou

Subjects: Numerical Analysis (math.NA); Machine Learning (cs.LG); Image and Video Processing (eess.IV); Machine Learning (stat.ML)

[1054] arXiv:2105.13205 (cross-list from cs.LG) [pdf, other]

Title: Hamiltonian Deep Neural Networks Guaranteeing Non-vanishing Gradients by Design

Clara Lucía Galimberti, Luca Furieri, Liang Xu, Giancarlo Ferrari-Trecate

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

[1055] arXiv:2105.13220 (cross-list from cs.SD) [pdf, other]

Title: Evaluation of concept drift adaptation for acoustic scene classifier based on Kernel Density Drift Detection and Combine Merge Gaussian Mixture Model

Ibnu Daqiqil Id, Masanobu Abe, Sunao Hara

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

[1056] arXiv:2105.13281 (cross-list from cs.RO) [pdf, other]

Title: GoSafe: Globally Optimal Safe Robot Learning

Dominik Baumann, Alonso Marco, Matteo Turchetta, Sebastian Trimpe

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

[1057] arXiv:2105.13302 (cross-list from math.ST) [pdf, other]

Title: Characterizing the SLOPE Trade-off: A Variational Perspective and the Donoho-Tanner Limit

Zhiqi Bu, Jason Klusowski, Cynthia Rush, Weijie J. Su

Journal-ref: Annals of Statistics 2022

Subjects: Statistics Theory (math.ST); Information Theory (cs.IT); Machine Learning (cs.LG); Signal Processing (eess.SP); Machine Learning (stat.ML)

[1058] arXiv:2105.13324 (cross-list from physics.ins-det) [pdf, other]

Title: Application of Monte Carlo algorithms to cardiac imaging reconstruction

J. Zhou, A. G. Leja, M. Salvatori, D. Della Latta, A. Di Fulvio

Subjects: Instrumentation and Detectors (physics.ins-det); Image and Video Processing (eess.IV)

[1059] arXiv:2105.13331 (cross-list from cs.LG) [pdf, other]

Title: Quantization and Deployment of Deep Neural Networks on Microcontrollers

Pierre-Emmanuel Novac (1), Ghouthi Boukli Hacene (2 and 3), Alain Pegatoquet (1), Benoît Miramond (1), Vincent Gripon (2) ((1) Université Côte d'Azur, CNRS, LEAT, Sophia Antipolis, France, (2) IMT Atlantique, Brest, France, (3) MILA, Montreal, Canada)

Comments: 34 pages, 14 figures. Published in MDPI Sensors 2021, special issue "Embedded Artificial Intelligence (AI) for Smart Sensing and IoT Applications": this https URL . v2: add reference for MicroAI software and link to source code repository; fix Eq. 3 according to implementation; improve English grammar and spelling; improve page layout

Journal-ref: Sensors 2021, 21, 2984

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

[1060] arXiv:2105.13381 (cross-list from cs.CV) [pdf, other]

Title: Recent advances and clinical applications of deep learning in medical image analysis

Xuxin Chen, Ximin Wang, Ke Zhang, Kar-Ming Fung, Theresa C. Thai, Kathleen Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu

Comments: To appear in the journal Medical Image Analysis. The registration section was revised

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

[1061] arXiv:2105.13392 (cross-list from cs.SD) [pdf, other]

Title: Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures

Sangwook Park, David K. Han, Mounya Elhilali

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

[1062] arXiv:2105.13431 (cross-list from cs.LG) [pdf, other]

Title: An Offline Risk-aware Policy Selection Method for Bayesian Markov Decision Processes

Giorgio Angelotti, Nicolas Drougard, Caroline Ponzoni Carvalho Chanel

Comments: Preprint, under review

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

[1063] arXiv:2105.13527 (cross-list from cs.RO) [pdf, other]

Title: Feedback Linearization for Quadrotors with a Learned Acceleration Error Model

Alexander Spitzer, Nathan Michael

Comments: Accepted at ICRA 2021

Journal-ref: 2021 IEEE International Conference on Robotics and Automation (ICRA)

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

[1064] arXiv:2105.13533 (cross-list from cs.CV) [pdf, other]

Title: Inertial Sensor Data To Image Encoding For Human Action Recognition

Zeeshan Ahmad, Naimul Khan

Subjects: Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Signal Processing (eess.SP)

[1065] arXiv:2105.13580 (cross-list from cs.CV) [pdf, other]

Title: MODISSA: a multipurpose platform for the prototypical realization of vehicle-related applications using optical sensors

Björn Borgmann (1 and 2), Volker Schatz (1), Marcus Hammer (1), Marcus Hebel (1), Michael Arens (1), Uwe Stilla (2) ((1) Fraunhofer IOSB, Ettlingen, Germany, (2) Technical University of Munich (TUM), Munich, Germany)

Comments: Authors' version of an article accepted for publication in Applied Optics, 9 May 2021

Journal-ref: Applied Optic 60(22), pp. F50-F65, 2021

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

[1066] arXiv:2105.13609 (cross-list from cs.LG) [pdf, other]

Title: A nearly Blackwell-optimal policy gradient method

Vektor Dewanto, Marcus Gallagher

Comments: 30 pages, major re-structuring

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

[1067] arXiv:2105.13717 (cross-list from cs.IT) [pdf, other]

Title: Coverage Analysis of Cellular-Connected UAV Communications with 3GPP Antenna and Channel Models

Zhuangzhuang Cui, Ke Guan, İsmail Güvenç, Claude Oestges, Zhangdui Zhong

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

[1068] arXiv:2105.13718 (cross-list from cs.SD) [pdf, other]

Title: Voice Activity Detection for Ultrasound-based Silent Speech Interfaces using Convolutional Neural Networks

Amin Honarmandi Shandiz, László Tóth

Comments: 12 pages, 7 tables, 4 figures

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

[1069] arXiv:2105.13801 (cross-list from stat.AP) [pdf, other]

Title: A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market: extended version

Jonathan Dumas, Colin Cointe, Antoine Wehenkel, Antonio Sutera, Xavier Fettweis, Bertrand Cornélusse

Comments: Extended version of the paper accepted for publication in IEEE Transactions on Sustainable Energy

Subjects: Applications (stat.AP); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)

[1070] arXiv:2105.13802 (cross-list from cs.SD) [pdf, other]

Title: DIVE: End-to-end Speech Diarization via Iterative Speaker Embedding

Neil Zeghidour, Olivier Teboul, David Grangier

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

[1071] arXiv:2105.13813 (cross-list from cs.LG) [pdf, other]

Title: Grey-box models for wave loading prediction

Daniel J Pitchforth, Timothy J Rogers, Ulf T Tygesen, Elizabeth J Cross

Journal-ref: Mechanical Systems and Signal Processing, Volume 159, 2021

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP); Fluid Dynamics (physics.flu-dyn)

[1072] arXiv:2105.13864 (cross-list from cs.LG) [pdf, other]

Title: SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

Ziyu Jia, Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang

Comments: Accepted by IJCAI 2021. The SOLE copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved

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

[1073] arXiv:2105.13901 (cross-list from cs.LG) [pdf, other]

Title: Video-rate multispectral imaging in laparoscopic surgery: First-in-human application

Leonardo Ayala, Sebastian Wirkert, Anant Vemuri, Tim Adler, Silvia Seidlitz, Sebastian Pirmann, Christina Engels, Dogu Teber, Lena Maier-Hein

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

[1074] arXiv:2105.13902 (cross-list from cs.CV) [pdf, other]

Title: Demotivate adversarial defense in remote sensing

Adrien Chan-Hon-Tong, Gaston Lenczner, Aurelien Plyer

Comments: 4 pages, 1 figure, 2 tables. Conference IGARSS 2021

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

[1075] arXiv:2105.13906 (cross-list from cs.CV) [pdf, other]

Title: Training of SSD(Single Shot Detector) for Facial Detection using Nvidia Jetson Nano

Saif Ur Rehman, Muhammad Rashid Razzaq, Muhammad Hadi Hussian

Comments: 7 Pages, 7 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Image and Video Processing (eess.IV)

[1076] arXiv:2105.13940 (cross-list from cs.SD) [pdf, other]

Title: Differentiable Artificial Reverberation

Sungho Lee, Hyeong-Seok Choi, Kyogu Lee

Comments: Accepted to TASLP

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

[1077] arXiv:2105.13986 (cross-list from cs.LG) [pdf, other]

Title: Improving Generalization in Mountain Car Through the Partitioned Parameterized Policy Approach via Quasi-Stochastic Gradient Descent

Caleb M. Bowyer

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

[1078] arXiv:2105.14105 (cross-list from cs.LG) [pdf, other]

Title: Reinforcement Learning reveals fundamental limits on the mixing of active particles

Dominik Schildknecht, Anastasia N. Popova, Jack Stellwagen, Matt Thomson

Journal-ref: Soft Matter, 2022

Subjects: Machine Learning (cs.LG); Systems and Control (eess.SY); Adaptation and Self-Organizing Systems (nlin.AO)

[1079] arXiv:2105.14113 (cross-list from math.OC) [pdf, other]

Title: Necessary and Sufficient Conditions for Stability of Discrete-Time Switched Linear Systems with Ranged Dwell Time

Weiming Xiang

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

[1080] arXiv:2105.14114 (cross-list from cs.LG) [pdf, other]

Title: Asymptotically Optimal Bandits under Weighted Information

Matias I. Müller, Cristian R. Rojas

Comments: 9 content pages, 3 references pages, 22 appendix pages, 4 figures, 34 total pages

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

[1081] arXiv:2105.14125 (cross-list from cs.LG) [pdf, other]

Title: Joint Optimization of Multi-Objective Reinforcement Learning with Policy Gradient Based Algorithm

Qinbo Bai, Mridul Agarwal, Vaneet Aggarwal

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

[1082] arXiv:2105.14130 (cross-list from cs.CV) [pdf, other]

Title: 3D U-NetR: Low Dose Computed Tomography Reconstruction via Deep Learning and 3 Dimensional Convolutions

Doga Gunduzalp, Batuhan Cengiz, Mehmet Ozan Unal, Isa Yildirim

Comments: 18 pages, 5 figures

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

[1083] arXiv:2105.14187 (cross-list from math.ST) [pdf, other]

Title: Prediction error quantification through probabilistic scaling -- EXTENDED VERSION

Victor Mirasierra, Martina Mammarella, Fabrizio Dabbene, Teodoro Alamo

Comments: 8 pages, 2 figure

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

[1084] arXiv:2105.14215 (cross-list from cs.RO) [pdf, other]

Title: Biomimetic Control of Myoelectric Prosthetic Hand Based on a Lambda-type Muscle Model

Akira Furui, Kosuke Nakagaki, Toshio Tsuji

Comments: This paper is accepted for publication at the International Conference on Robotics and Automation 2021 (ICRA 2021)

Journal-ref: Proceedings of 2021 IEEE International Conference on Robotics and Automation (ICRA), pp. 10484-10490

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

[1085] arXiv:2105.14256 (cross-list from cs.IT) [pdf, other]

Title: Performance of Dual-Hop Relaying for OWC System Over Foggy Channel with Pointing Errors and Atmospheric Turbulence

Ziyaur Rahman, Tejas Nimish Shah, S. M. Zafaruddin, V. K. Chaubey

Comments: 16 pages, 5 figures, 3 Tables. Accepted for publication in the IEEE Transactions on Vehicular Technology

Journal-ref: IEEE Transactions on Vehicular Technology, Early Access, Dec 2021

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

[1086] arXiv:2105.14278 (cross-list from cs.LG) [pdf, other]

Title: An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works

Afshin Shoeibi, Parisa Moridian, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari, Roohallah Alizadehsani, Yinan Kong, Juan Manuel Gorriz, Javier Ramírez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya

Journal-ref: Computers in Biology and Medicine, 2022, 106053

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

[1087] arXiv:2105.14304 (cross-list from cs.IT) [pdf, other]

Title: Stability and Super-resolution of MUSIC and ESPRIT for Multi-snapshot Spectral Estimation

Weilin Li, Zengying Zhu, Weiguo Gao, Wenjing Liao

Comments: 16 pages

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

[1088] arXiv:2105.14355 (cross-list from cs.CV) [pdf, other]

Title: Three-dimensional multimodal medical imaging system based on free-hand ultrasound and structured light

Jhacson Meza, Sonia H. Contreras-Ortiz, Lenny A. Romero, Andres G. Marrugo

Journal-ref: Optical Engineering 60(5), 054106 (2021)

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

[1089] arXiv:2105.14385 (cross-list from math.OC) [pdf, other]

Title: On Centralized and Distributed Mirror Descent: Convergence Analysis Using Quadratic Constraints

Youbang Sun, Mahyar Fazlyab, Shahin Shahrampour

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

[1090] arXiv:2105.14409 (cross-list from q-bio.NC) [pdf, other]

Title: A Matrix Autoencoder Framework to Align the Functional and Structural Connectivity Manifolds as Guided by Behavioral Phenotypes

Niharika Shimona D'Souza, Mary Beth Nebel, Deana Crocetti, Nicholas Wymbs, Joshua Robinson, Stewart Mostofsky, Archana Venkataraman

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

[1091] arXiv:2105.14412 (cross-list from cs.LG) [pdf, other]

Title: An improved LogNNet classifier for IoT application

Hanif Heidari, Andrei Velichko

Comments: 9 pages, 7 figures

Journal-ref: J. Phys.: Conf. Ser. 2094 032015 (2021)

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE); Image and Video Processing (eess.IV); Chaotic Dynamics (nlin.CD)

[1092] arXiv:2105.14416 (cross-list from cs.DC) [pdf, other]

Title: Communication efficient privacy-preserving distributed optimization using adaptive differential quantization

Qiongxiu Li, Richard Heusdens, Mads Græsbøll Christensen

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Signal Processing (eess.SP)

[1093] arXiv:2105.14484 (cross-list from cs.IT) [pdf, other]

Title: Joint Training of the Superimposed Direct and Reflected Links in Reconfigurable Intelligent Surface Assisted Multiuser Communications

Jiancheng An, Chao Xu, Li Wang, Yusha Liu, Lu Gan, Lajos Hanzo

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

[1094] arXiv:2105.14493 (cross-list from cs.HC) [pdf, other]

Title: Generating Ten BCI Commands Using Four Simple Motor Imageries

Nuri Korkan, Tamer Olmez, Zumray Dokur

Subjects: Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Signal Processing (eess.SP); Neurons and Cognition (q-bio.NC)

[1095] arXiv:2105.14513 (cross-list from cs.CV) [pdf, other]

Title: Knowledge Transfer for Few-shot Segmentation of Novel White Matter Tracts

Qi Lu, Chuyang Ye

Comments: accepted by IPMI 2021

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

[1096] arXiv:2105.14545 (cross-list from cs.IT) [pdf, other]

Title: A Joint Power Splitting, Active and Passive Beamforming Optimization Framework for IRS Assisted MIMO SWIPT System

Chen He, Xie Xie, Kun Yang, Z. Jane Wang

Comments: 13 pages, 7 figures

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

[1097] arXiv:2105.14576 (cross-list from cs.CV) [pdf, other]

Title: StyTr$^2$: Image Style Transfer with Transformers

Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Xingjia Pan, Lei Wang, Changsheng Xu

Comments: Accepted by CVPR 2022

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

[1098] arXiv:2105.14608 (cross-list from cs.RO) [pdf, other]

Title: Safety Embedded Differential Dynamic Programming Using Discrete Barrier States

Hassan Almubarak, Kyle Stachowicz, Nader Sadegh, Evangelos A. Theodorou

Comments: Added extensive quantitative comparisons and analysis in the implementation examples, and revised discussions and illustrations

Journal-ref: IEEE ROBOTICS AND AUTOMATION LETTERS, VOL. 7, NO. 2, APRIL 2022

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

[1099] arXiv:2105.14615 (cross-list from cs.RO) [pdf, other]

Title: On the Controllers Based on Time Delay Estimation for Robotic Manipulators

M. Reza J. Harandi

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

[1100] arXiv:2105.14642 (cross-list from math.NA) [pdf, other]

Title: An iterative Jacobi-like algorithm to compute a few sparse eigenvalue-eigenvector pairs

Cristian Rusu

Subjects: Numerical Analysis (math.NA); Signal Processing (eess.SP)