Electrical Engineering and Systems Science

Authors and titles for May 2021

[851] arXiv:2105.07596 (cross-list from cs.SD) [pdf, other]

Title: Sound Event Detection with Adaptive Frequency Selection

Zhepei Wang, Jonah Casebeer, Adam Clemmitt, Efthymios Tzinis, Paris Smaragdis

Comments: Accepted by IEEE Workshop on Applications of Signal Processing to Audio and Acoustics 2021

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

[852] arXiv:2105.07693 (cross-list from cs.LG) [pdf, other]

Title: Efficient Stochastic Optimal Control through Approximate Bayesian Input Inference

Joe Watson, Hany Abdulsamad, Rolf Findeisen, Jan Peters

Comments: Submitted to Transactions on Automatic Control Special Issue: Learning and Control. This work has been submitted to the IEEE for possible publication

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

[853] arXiv:2105.07762 (cross-list from math.DG) [pdf, other]

Title: A Geometrical Interpretation of Frequency

Federico Milano

Subjects: Differential Geometry (math.DG); Systems and Control (eess.SY)

[854] arXiv:2105.07838 (cross-list from cs.CY) [pdf, other]

Title: Digital Resistance during COVID-19: A Workflow Management System of Contactless Purchasing and Its Empirical Study of Customer Acceptance

Yang Lu

Comments: 5 figures

Subjects: Computers and Society (cs.CY); Systems and Control (eess.SY)

[855] arXiv:2105.07893 (cross-list from math.OC) [pdf, other]

Title: Adaptive Finite-time and Fixed-time Control Design using Output Stability Conditions

Konstantin Zimenko, Denis Efimov, Andrey Polyakov

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

[856] arXiv:2105.07917 (cross-list from cs.LG) [pdf, other]

Title: CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNet

Alberto Zancanaro, Giulia Cisotto, João Ruivo Paulo, Gabriel Pires, Urbano J. Nunes

Journal-ref: 2021 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)

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

[857] arXiv:2105.07931 (cross-list from physics.optics) [pdf, other]

Title: Large depth of range Maxwellian-viewing SMV near-eye display based on a Pancharatnam-Berry optical element

Lin Wang, Yan Li, Shuxin Liu, Yikai Su, Di Wang, Qiong-Hua Wang

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

[858] arXiv:2105.07986 (cross-list from cs.CV) [pdf, other]

Title: Learning to Automatically Catch Potholes in Worldwide Road Scene Images

J. Javier Yebes, David Montero, Ignacio Arriola

Comments: in IEEE Intelligent Transportation Systems Magazine

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

[859] arXiv:2105.08034 (cross-list from math.OC) [pdf, other]

Title: The Theory of Functional Connections: A journey from theory to application

Hunter Johnston

Comments: 283 pages

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

[860] arXiv:2105.08036 (cross-list from cs.RO) [pdf, other]

Title: Koopman NMPC: Koopman-based Learning and Nonlinear Model Predictive Control of Control-affine Systems

Carl Folkestad, Joel W. Burdick

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

[861] arXiv:2105.08052 (cross-list from cs.CV) [pdf, other]

Title: The Boombox: Visual Reconstruction from Acoustic Vibrations

Boyuan Chen, Mia Chiquier, Hod Lipson, Carl Vondrick

Comments: CoRL 2021. Website: this http URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM); Robotics (cs.RO); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[862] arXiv:2105.08100 (cross-list from cs.LG) [pdf, other]

Title: An Integrated Deep Learning and Dynamic Programming Method for Predicting Tumor Suppressor Genes, Oncogenes, and Fusion from PDB Structures

Nishanth. Anandanadarajah, C.H. Chu, R. Loganantharaj

Journal-ref: Computers in Biology and Medicine, Volume 133, 2021, 104323, ISSN 0010-4825

Subjects: Machine Learning (cs.LG); Image and Video Processing (eess.IV); Quantitative Methods (q-bio.QM)

[863] arXiv:2105.08114 (cross-list from cs.IT) [pdf, other]

Title: Weakly Private Information Retrieval Under R\'enyi Divergence

Jun-Woo Tak, Sang-Hyo Kim, Yongjune Kim, Jong-Seon No

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

[864] arXiv:2105.08146 (cross-list from cs.CL) [pdf, other]

Title: MUSER: MUltimodal Stress Detection using Emotion Recognition as an Auxiliary Task

Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea

Comments: NAACL 2021 accepted

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

[865] arXiv:2105.08158 (cross-list from cs.MA) [pdf, other]

Title: The Confluence of Networks, Games and Learning

Tao Li, Guanze Peng, Quanyan Zhu, Tamer Basar

Comments: The manuscript has been published in IEEE Control System Magazine as part of the special issue "Distributed Nash Equilibrium Seeking over Networks" Update note: fixed typos

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

[866] arXiv:2105.08164 (cross-list from cs.LG) [pdf, other]

Title: Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics

Vivek Jayaram, John Thickstun

Comments: 16 pages, 7 figures, ICML 2021

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

[867] arXiv:2105.08169 (cross-list from cs.RO) [pdf, other]

Title: Safe Occlusion-aware Autonomous Driving via Game-Theoretic Active Perception

Zixu Zhang, Jaime F. Fisac

Comments: To be appeared in Robotics: Science and Systems (RSS), 2021

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

[868] arXiv:2105.08170 (cross-list from cs.RO) [pdf, other]

Title: Zero Dynamics, Pendulum Models, and Angular Momentum in Feedback Control of Bipedal Locomotion

Yukai Gong, Jessy Grizzle

Comments: 20 pages, 14 figures. arXiv admin note: text overlap with arXiv:2008.10763

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

[869] arXiv:2105.08177 (cross-list from cs.SD) [pdf, other]

Title: Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding

Hsien-Yu Meng, Zhenyu Tang, Dinesh Manocha

Comments: IJCAI 2021 main track paper

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

[870] arXiv:2105.08191 (cross-list from cs.MM) [pdf, other]

Title: Adaptive Video Encoding For Different Video Codecs

Gangadharan Esakki, Andreas Panayides, Venkatesh Jatla, Marios Pattichis

Comments: Video codecs, Video signal processing, Video coding, Video compression, Video quality, Video streaming, Adaptive video streaming, Versatile Video Coding, AV1, HEVC

Journal-ref: IEEE Access 2021

Subjects: Multimedia (cs.MM); Image and Video Processing (eess.IV)

[871] arXiv:2105.08350 (cross-list from cs.MM) [pdf, other]

Title: Generic Reversible Visible Watermarking Via Regularized Graph Fourier Transform Coding

Wenfa Qi, Sirui Guo, Wei Hu

Comments: This manuscript is accepted to IEEE Transactions on Image Processing on November 21th 2021. It has 15 pages, 12 figures and 4 tables

Subjects: Multimedia (cs.MM); Cryptography and Security (cs.CR); Image and Video Processing (eess.IV)

[872] arXiv:2105.08364 (cross-list from cs.CR) [pdf, other]

Title: Deep Learning-based Physical-Layer Secret Key Generation for FDD Systems

Xinwei Zhang, Guyue Li, Junqing Zhang, Aiqun Hu, Zongyue Hou, Bin Xiao

Comments: Accepted for publication in IEEE Internet of Things Journal

Subjects: Cryptography and Security (cs.CR); Signal Processing (eess.SP)

[873] arXiv:2105.08399 (cross-list from cs.LG) [pdf, other]

Title: Relative Positional Encoding for Transformers with Linear Complexity

Antoine Liutkus, Ondřej Cífka, Shih-Lun Wu, Umut Şimşekli, Yi-Hsuan Yang, Gaël Richard

Comments: ICML 2021 (long talk) camera-ready. 24 pages

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

[874] arXiv:2105.08414 (cross-list from math.OC) [pdf, other]

Title: Data-driven distributionally robust MPC using the Wasserstein metric

Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis

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

[875] arXiv:2105.08418 (cross-list from math.OC) [pdf, other]

Title: Nonlinear Boundary Output Feedback Stabilization of Reaction-Diffusion Equations

Hugo Lhachemi, Christophe Prieur

Journal-ref: Systems & Control Letters, Volume 166, August 2022, 105301

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

[876] arXiv:2105.08419 (cross-list from math.OC) [pdf, html, other]

Title: A sparse ADMM-based solver for linear MPC subject to terminal quadratic constraint

Pablo Krupa, Rim Jaouani, Daniel Limon, Teodoro Alamo

Comments: Accepted version of the article published in IEEE Transactions on Control Systems Technology (8 pages, 5 figures)

Journal-ref: IEEE Transactions on Control Systems Technology, 2024

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

[877] arXiv:2105.08431 (cross-list from math.OC) [pdf, other]

Title: Predictor-Based Output Feedback Stabilization of an Input Delayed Parabolic PDE with Boundary Measurement

Hugo Lhachemi, Christophe Prieur

Comments: arXiv admin note: text overlap with arXiv:2105.08418

Journal-ref: Automatica, Volume 137, March 2022, 110115

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

[878] arXiv:2105.08477 (cross-list from cs.IT) [pdf, other]

Title: Utility-Based Precoding Optimization Framework for Large Intelligent Surfaces

Emil Björnson, Luca Sanguinetti

Comments: Figures 3(a) and (b) were in wrong order in the last version. Originally published at Asilomar SSC 2029, 5 pages, 5 figures

Journal-ref: Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, USA, November 2019

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

[879] arXiv:2105.08495 (cross-list from cs.IT) [pdf, other]

Title: IRS-Aided Wireless Relaying: Optimal Deployment and Capacity Scaling

Zhenyu Kang, Changsheng You, Rui Zhang

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

[880] arXiv:2105.08511 (cross-list from cs.LG) [pdf, other]

Title: Privacy-Preserving Constrained Domain Generalization via Gradient Alignment

Chris Xing Tian, Haoliang Li, Yufei Wang, Shiqi Wang

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

[881] arXiv:2105.08530 (cross-list from stat.ME) [pdf, other]

Title: Decoupling P-NARX models using filtered CPD

Jan Decuyper, David Westwick, Kiana Karami, Johan Schoukens

Comments: Accepted for presentation at the 19th IFAC Symposium on System Identification (SYSID 2021)

Subjects: Methodology (stat.ME); Systems and Control (eess.SY)

[882] arXiv:2105.08550 (cross-list from cs.SD) [pdf, other]

Title: Federated Learning With Highly Imbalanced Audio Data

Marc C. Green, Mark D. Plumbley

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

[883] arXiv:2105.08560 (cross-list from math.OC) [pdf, other]

Title: Linear tracking MPC for nonlinear systems Part I: The model-based case

Julian Berberich, Johannes Köhler, Matthias A. Müller, Frank Allgöwer

Journal-ref: IEEE Transactions on Automatic Control, vol. 67, no. 9, pp. 4390-4405, 2022

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

[884] arXiv:2105.08567 (cross-list from math.OC) [pdf, other]

Title: Linear tracking MPC for nonlinear systems Part II: The data-driven case

Julian Berberich, Johannes Köhler, Matthias A. Müller, Frank Allgöwer

Journal-ref: IEEE Transactions on Automatic Control, vol. 67, no. 9, pp. 4406-4421, 2022

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

[885] arXiv:2105.08573 (cross-list from cs.LG) [pdf, other]

Title: Dependent Multi-Task Learning with Causal Intervention for Image Captioning

Wenqing Chen, Jidong Tian, Caoyun Fan, Hao He, Yaohui Jin

Comments: To be published in IJCAI 2021

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

[886] arXiv:2105.08588 (cross-list from cs.NI) [pdf, other]

Title: A pragmatic approach for designing transparent WDM optical networks with multi-objectives

Dao Thanh Hai, Le Anh Ngoc

Comments: 9 pages, 2 figures, 4 tables

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

[887] arXiv:2105.08713 (cross-list from cs.IT) [pdf, other]

Title: Timely Private Information Retrieval

Karim Banawan, Ahmed Arafa, Sennur Ulukus

Comments: Accepted for presentation in ISIT 2021

Subjects: Information Theory (cs.IT); Cryptography and Security (cs.CR); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[888] arXiv:2105.08832 (cross-list from math.OC) [pdf, other]

Title: A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows

Pedro Cisneros-Velarde, Francesco Bullo

Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)

[889] arXiv:2105.08846 (cross-list from cs.LG) [pdf, other]

Title: Gym-ANM: Open-source software to leverage reinforcement learning for power system management in research and education

Robin Henry, Damien Ernst

Comments: 5 pages, 2 figures, 2 code samples

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

[890] arXiv:2105.08876 (cross-list from cs.CV) [pdf, other]

Title: A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning

Yuexin Xiang, Tiantian Li, Wei Ren, Tianqing Zhu, Kim-Kwang Raymond Choo

Comments: 11 pages, 16 figures

Journal-ref: Engineering Applications of Artificial Intelligence 126 (2023): 107180

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

[891] arXiv:2105.08883 (cross-list from math.OC) [pdf, other]

Title: Deep Neural Network Accelerated Implicit Filtering

Brian Irwin, Eldad Haber, Raviv Gal, Avi Ziv

Comments: 9 pages, 6 figures

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

[892] arXiv:2105.08950 (cross-list from cs.RO) [pdf, other]

Title: Projector-Guided Non-Holonomic Mobile 3D Printing

Xuchu Xu, Ziteng Wang, Chen Feng

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

[893] arXiv:2105.08957 (cross-list from cs.SD) [pdf, other]

Title: SEMOUR: A Scripted Emotional Speech Repository for Urdu

Nimra Zaheer, Obaid Ullah Ahmad, Ammar Ahmed, Muhammad Shehryar Khan, Mudassir Shabbir

Comments: accepted in CHI 2021

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

[894] arXiv:2105.08990 (cross-list from cs.LG) [pdf, other]

Title: Improved Exploring Starts by Kernel Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning

Maximilian Schenke, Oliver Wallscheid

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

[895] arXiv:2105.09022 (cross-list from cs.SD) [pdf, other]

Title: Attack on practical speaker verification system using universal adversarial perturbations

Weiyi Zhang, Shuning Zhao, Le Liu, Jianmin Li, Xingliang Cheng, Thomas Fang Zheng, Xiaolin Hu

Comments: 6 pages, 2 figures

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

[896] arXiv:2105.09041 (cross-list from cs.IT) [pdf, other]

Title: User-centric Handover in mmWave Cell-Free Massive MIMO with User Mobility

Carmen D'Andrea, Giovanni Interdonato, Stefano Buzzi

Comments: Paper accepted for publication in the proceedings of the 2021 European Signal Processing COnference (EUSIPCO), 23-27 August 2021, Dublin, Ireland

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

[897] arXiv:2105.09046 (cross-list from cs.SD) [pdf, other]

Title: Music Generation using Three-layered LSTM

Vaishali Ingale, Anush Mohan, Divit Adlakha, Krishan Kumar, Mohit Gupta

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

[898] arXiv:2105.09063 (cross-list from cs.CV) [pdf, other]

Title: Deep Learning Radio Frequency Signal Classification with Hybrid Images

Hilal Elyousseph, Majid L Altamimi

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

[899] arXiv:2105.09088 (cross-list from cs.IT) [pdf, other]

Title: Enhancing Security of TAS/MRC Based Mixed RF-UOWC System with Induced Underwater Turbulence Effect

Md. Ibrahim, A. S. M. Badrudduza, Md. Shakhawat Hossen, Milton Kumar Kundu, Imran Shafique Ansari

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

[900] arXiv:2105.09125 (cross-list from cs.IT) [pdf, other]

Title: Unsupervised Learning of Adaptive Codebooks for Deep Feedback Encoding in FDD Systems

Nurettin Turan, Michael Koller, Samer Bazzi, Wen Xu, Wolfgang Utschick

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