Electrical Engineering and Systems Science

Authors and titles for April 2021

[1201] arXiv:2104.13772 (cross-list from cs.LG) [pdf, other]

Title: CLPVG: Circular limited penetrable visibility graph as a new network model for time series

Qi Xuan, Jinchao Zhou, Kunfeng Qiu, Dongwei Xu, Shilian Zheng, Xiaoniu Yang

Comments: 9 pages, 9 figures

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

[1202] arXiv:2104.13839 (cross-list from math.OC) [pdf, other]

Title: Structural averaged controllability of linear ensemble systems

Bahman Gharesifard, Xudong Chen

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

[1203] arXiv:2104.13853 (cross-list from cs.LG) [pdf, other]

Title: Learning deep autoregressive models for hierarchical data

Carl R. Andersson, Niklas Wahlström, Thomas B. Schön

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

[1204] arXiv:2104.13873 (cross-list from cs.NI) [pdf, other]

Title: Evaluating the Performance of Over-the-Air Time Synchronization for 5G and TSN Integration

Haochuan Shi, Adnan Aijaz, Nan Jiang

Comments: accepted for IEEE BlackSeaCom 2021

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

[1205] arXiv:2104.13901 (cross-list from cs.AI) [pdf, other]

Title: Symbolic Abstractions From Data: A PAC Learning Approach

Alex Devonport, Adnane Saoud, Murat Arcak

Comments: 8 pages, 2 figures. Submitted to IEEE CDC 2021

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

[1206] arXiv:2104.13963 (cross-list from cs.CV) [pdf, other]

Title: Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples

Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael Rabbat

Journal-ref: ICCV 2021

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

[1207] arXiv:2104.13999 (cross-list from cs.RO) [pdf, other]

Title: Safety-Augmented Operation of Mobile Robots Using Variable Structure Control

Azad Ghaffari, Seyed Amir Hosseini Dastja

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

[1208] arXiv:2104.14049 (cross-list from cs.RO) [pdf, other]

Title: Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses

Alessandro Salatiello, Martin A. Giese

Comments: Accepted for publication in the Proceedings of the 2021 IEEE International Joint Conference on Neural Networks (IJCNN 2021)

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

[1209] arXiv:2104.14067 (cross-list from cs.SD) [pdf, other]

Title: Improving Fairness in Speaker Recognition

Gianni Fenu, Giacomo Medda, Mirko Marras, Giacomo Meloni

Comments: Accepted at the 2020 European Symposium on Software Engineering (ESSE 2020)

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

[1210] arXiv:2104.14119 (cross-list from math.OC) [pdf, other]

Title: Adaptive Partitioning Strategy for High-Dimensional Discrete Simulation-based Optimization Problems

Jing Lu, Tianli Zhou, Carolina Osorio

Subjects: Optimization and Control (math.OC); Computational Engineering, Finance, and Science (cs.CE); Systems and Control (eess.SY)

[1211] arXiv:2104.14125 (cross-list from cs.CV) [pdf, other]

Title: Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions

Tse-Wei Chen, Wei Tao, Deyu Wang, Dongchao Wen, Kinya Osa, Masami Kato

Comments: Camera-ready version for ECCV 2020 workshop (Embedded Vision Workshop)

Journal-ref: ECCV 2020 Workshops, LNCS 12539, pp. 3-17, 2020

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

[1212] arXiv:2104.14134 (cross-list from math.OC) [pdf, other]

Title: Stable Online Control of Linear Time-Varying Systems

Guannan Qu, Yuanyuan Shi, Sahin Lale, Anima Anandkumar, Adam Wierman

Comments: 3rd Annual Learning for Dynamics & Control Conference (L4DC)

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

[1213] arXiv:2104.14161 (cross-list from cs.IT) [pdf, other]

Title: Practical Channel Estimation and Phase Shift Design for Intelligent Reflecting Surface Empowered MIMO Systems

Sucheol Kim, Hyeongtaek Lee, Jihoon Cha, Sung-Jin Kim, Jaeyong Park, Junil Choi

Journal-ref: IEEE Transactions on Wireless Communications, vol. 21, no. 8, pp. 6226-6241, Aug. 2022

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

[1214] arXiv:2104.14170 (cross-list from cs.MM) [pdf, other]

Title: Spatial Privacy-aware VR streaming

Xing Wei, Chenyang Yang

Comments: 7 pages, 5 figures, submit to IEEE for possible publication. arXiv admin note: substantial text overlap with arXiv:2104.09779

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

[1215] arXiv:2104.14180 (cross-list from q-bio.MN) [pdf, other]

Title: Interpretable exact linear reductions via positivity

Gleb Pogudin, Xingjian Zhang

Subjects: Molecular Networks (q-bio.MN); Systems and Control (eess.SY)

[1216] arXiv:2104.14267 (cross-list from cs.RO) [pdf, other]

Title: Source Seeking Control of Unicycle Robots with 3D-printed Flexible Piezoresistive Sensors

Tinghua Li, Bayu Jayawardhana, Amar Kamat, Ajay Giri Prakash Kottapalli

Comments: Published in IEEE Transactions on Robotics

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

[1217] arXiv:2104.14283 (cross-list from cs.IT) [pdf, other]

Title: Uncertainty Principles in Risk-Aware Statistical Estimation

Nikolas P. Koumpis, Dionysios S. Kalogerias

Subjects: Information Theory (cs.IT); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)

[1218] arXiv:2104.14291 (cross-list from cs.LG) [pdf, other]

Title: Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information

Aaron Fisher

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

[1219] arXiv:2104.14297 (cross-list from cs.SD) [pdf, other]

Title: End-to-End Speech Recognition from Federated Acoustic Models

Yan Gao, Titouan Parcollet, Salah Zaiem, Javier Fernandez-Marques, Pedro P. B. de Gusmao, Daniel J. Beutel, Nicholas D. Lane

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

[1220] arXiv:2104.14332 (cross-list from cs.LG) [pdf, other]

Title: Hypernetwork Dismantling via Deep Reinforcement Learning

Dengcheng Yan, Wenxin Xie, Yiwen Zhang, Qiang He, Yun Yang

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

[1221] arXiv:2104.14346 (cross-list from cs.CL) [pdf, other]

Title: Bridging the gap between streaming and non-streaming ASR systems bydistilling ensembles of CTC and RNN-T models

Thibault Doutre, Wei Han, Chung-Cheng Chiu, Ruoming Pang, Olivier Siohan, Liangliang Cao

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

[1222] arXiv:2104.14365 (cross-list from math.OC) [pdf, other]

Title: On the Design and Analysis of Multivariable Extremum Seeking Control using Fast Fourier Transform

Dinesh Krishnamoorthy

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

[1223] arXiv:2104.14422 (cross-list from cs.CR) [pdf, other]

Title: Integrating 6LoWPAN Security with RPL Using The Chained Secure Mode Framework

Ahmed Raoof, Chung-Horng Lung, Ashraf Matrawy

Comments: 6 pages, 5 figures, 2 tables, submitted to Globecom 2021 conference

Subjects: Cryptography and Security (cs.CR); Networking and Internet Architecture (cs.NI); Systems and Control (eess.SY)

[1224] arXiv:2104.14437 (cross-list from math.PR) [pdf, other]

Title: Overlap Times in the Infinite Server Queue

Jamol Pender, Sergio Palomo

Subjects: Probability (math.PR); Systems and Control (eess.SY)

[1225] arXiv:2104.14468 (cross-list from cs.SD) [pdf, other]

Title: Star DGT: a Robust Gabor Transform for Speech Denoising

Vasiliki Kouni, Holger Rauhut, Theoharis Theoharis

Comments: arXiv admin note: text overlap with arXiv:2103.11233

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

[1226] arXiv:2104.14470 (cross-list from cs.CL) [pdf, other]

Title: Impact of Encoding and Segmentation Strategies on End-to-End Simultaneous Speech Translation

Ha Nguyen, Yannick Estève, Laurent Besacier

Comments: Accepted for presentation at Interspeech 2021

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

[1227] arXiv:2104.14506 (cross-list from cs.LG) [pdf, other]

Title: Explainable AI For COVID-19 CT Classifiers: An Initial Comparison Study

Qinghao Ye, Jun Xia, Guang Yang

Comments: 6 pages, 4 figures, IEEE CBMS 2021

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

[1228] arXiv:2104.14517 (cross-list from cs.ET) [pdf, other]

Title: Brain-inspired computing: We need a master plan

Adnan Mehonic, Anthony J Kenyon

Comments: 9 oages 4 figures. Perspectives commentary

Subjects: Emerging Technologies (cs.ET); Artificial Intelligence (cs.AI); Image and Video Processing (eess.IV)

[1229] arXiv:2104.14526 (cross-list from cs.LG) [pdf, other]

Title: Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements

Tian Tong, Cong Ma, Ashley Prater-Bennette, Erin Tripp, Yuejie Chi

Comments: Accepted to Journal of Machine Learning Research

Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Signal Processing (eess.SP); Optimization and Control (math.OC); Machine Learning (stat.ML)

[1230] arXiv:2104.14549 (cross-list from cs.LG) [pdf, other]

Title: Medium Access using Distributed Reinforcement Learning for IoTs with Low-Complexity Wireless Transceivers

Hrishikesh Dutta, Subir Biswas

Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Networking and Internet Architecture (cs.NI); Systems and Control (eess.SY)

[1231] arXiv:2104.14562 (cross-list from stat.ML) [pdf, other]

Title: Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses

Wenqiang Pu, Shahana Ibrahim, Xiao Fu, Mingyi Hong

Comments: Submitted to Transaction on Signal Processing

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

[1232] arXiv:2104.14579 (cross-list from cs.IT) [pdf, other]

Title: LIDAR and Position-Aided mmWave Beam Selection with Non-local CNNs and Curriculum Training

Matteo Zecchin, Mahdi Boloursaz Mashhadi, Mikolaj Jankowski, Deniz Gunduz, Marios Kountouris, David Gesbert

Comments: Submitted for publication

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

[1233] arXiv:2104.14586 (cross-list from cs.CV) [pdf, other]

Title: Crack Semantic Segmentation using the U-Net with Full Attention Strategy

Fangzheng Lin, Jiesheng Yang, Jiangpeng Shu, Raimar J. Scherer

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

[1234] arXiv:2104.14589 (cross-list from cs.IT) [pdf, other]

Title: User-centric Cell-free Massive MIMO Networks: A Survey of Opportunities, Challenges and Solutions

Hussein A. Ammar, Raviraj Adve, Shahram Shahbazpanahi, Gary Boudreau, Kothapalli Venkata Srinivas

Comments: To appear in IEEE Communications Surveys & Tutorials

Subjects: Information Theory (cs.IT); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP); Systems and Control (eess.SY)

[1235] arXiv:2104.14631 (cross-list from cs.CV) [pdf, other]

Title: Text2Video: Text-driven Talking-head Video Synthesis with Personalized Phoneme-Pose Dictionary

Sibo Zhang, Jiahong Yuan, Miao Liao, Liangjun Zhang

Comments: ICASSP 2022

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

[1236] arXiv:2104.14662 (cross-list from math.OC) [pdf, html, other]

Title: Dynamic Population Games: A Tractable Intersection of Mean-Field Games and Population Games

Ezzat Elokda, Saverio Bolognani, Andrea Censi, Florian Dörfler, Emilio Frazzoli

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

[1237] arXiv:2104.14730 (cross-list from cs.CV) [pdf, other]

Title: Perceptual Image Quality Assessment with Transformers

Manri Cheon, Sung-Jun Yoon, Byungyeon Kang, Junwoo Lee

Comments: Accepted to NTIRE workshop at CVPR 2021. 1st Place in NTIRE 2021 perceptual IQA challenge. this https URL

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

[1238] arXiv:2104.14797 (cross-list from cs.IT) [pdf, other]

Title: Massive-MIMO Iterative Channel Estimation and Decoding (MICED) in the Uplink

Daniel Verenzuela, Emil Björnson, Xiaojie Wang, Maximilian Arnold, Stephan ten Brink

Comments: Published in IEEE Transactions on Communications, 16 pages, 7 figures

Journal-ref: IEEE Transactions on Communications, vol. 68, no. 2, pp. 854-870, February 2020

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

[1239] arXiv:2104.14802 (cross-list from cs.MM) [pdf, other]

Title: Dance Generation with Style Embedding: Learning and Transferring Latent Representations of Dance Styles

Xinjian Zhang, Yi Xu, Su Yang, Longwen Gao, Huyang Sun

Comments: Submit to IJCAI-21

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

[1240] arXiv:2104.14830 (cross-list from cs.CL) [pdf, other]

Title: Scaling End-to-End Models for Large-Scale Multilingual ASR

Bo Li, Ruoming Pang, Tara N. Sainath, Anmol Gulati, Yu Zhang, James Qin, Parisa Haghani, W. Ronny Huang, Min Ma, Junwen Bai

Comments: ASRU 2021

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

[1241] arXiv:2104.14858 (cross-list from math.OC) [pdf, other]

Title: Unique Ergodicity in the Interconnections of Ensembles with Applications to Two-Sided Markets

Wynita M. Griggs, Ramen Ghosh, Jakub Marecek, Robert N. Shorten

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

[1242] arXiv:2104.14865 (cross-list from cs.IT) [pdf, other]

Title: RSSI-Based Machine Learning with Pre- and Post-Processing for Cell-Localization in IWSNs

Julian Karoliny, Thomas Blazek, Fjolla Ademaj, Hans-Peter Bernhard, Andreas Springer

Comments: 6 pages, 6 figures, accepted at IEEE WF-IOT 2021

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

[1243] arXiv:2104.14874 (cross-list from cs.IT) [pdf, other]

Title: RSSI-Based Location Classification Using a Particle Filter to Fuse Sensor Estimates

Thomas Blazek, Julian Karoliny, Fjolla Ademaj, Hans-Peter Bernhard

Comments: 6 pages, 5 figures, accepted at IEEE WFCS 2021

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

[1244] arXiv:2104.14985 (cross-list from cs.NI) [pdf, other]

Title: A Path to Smart Radio Environments: An Industrial Viewpoint on Reconfigurable Intelligent Surfaces

Ruiqi Liu, Qingqing Wu, Marco Di Renzo, Yifei Yuan

Comments: Submitted to IEEE Wireless Communications on April 27, 2021. Revised on July 29, 2021

Journal-ref: IEEE Wireless Communications ( Volume: 29, Issue: 1, February 2022)

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

[1245] arXiv:2104.15019 (cross-list from cs.CY) [pdf, other]

Title: Impacts of shared autonomous vehicles: Tradeoff between parking demand reduction and congestion increase

Yusuke Kumakoshi, Hisatomo Hanabusa, Takashi Oguchi

Comments: 27 pages, 9 figures, 4 tables

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

[1246] arXiv:2104.15022 (cross-list from cs.CV) [pdf, other]

Title: Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial Attacks

Jun-Ho Choi, Huan Zhang, Jun-Hyuk Kim, Cho-Jui Hsieh, Jong-Seok Lee

Comments: ICPR2022

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

[1247] arXiv:2104.15047 (cross-list from cs.RO) [pdf, other]

Title: Safety-Control of Mobile Robots Under Time-Delay Using Barrier Certificates and a Two-Layer Predictor

Azad Ghaffari, Manavendra Desai

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

[1248] arXiv:2104.15050 (cross-list from q-bio.QM) [pdf, other]

Title: Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study

Junhua Chen, Chong Zhang, Alberto Traverso, Ivan Zhovannik, Andre Dekker, Leonard Wee, Inigo Bermejo

Journal-ref: Physics in Medicine & Biology 66.16 (2021) 165002

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