Electrical Engineering and Systems Science

Authors and titles for October 2021

[1301] arXiv:2110.09866 (cross-list from cs.CV) [pdf, other]

Title: Learning a self-supervised tone mapping operator via feature contrast masking loss

Chao Wang, Bin Chen, Hans-Peter Seidel, Karol Myszkowski, Ana Serrano

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

[1302] arXiv:2110.09869 (cross-list from cs.LG) [pdf, other]

Title: User-Centric Federated Learning

Mohamad Mestoukirdi, Matteo Zecchin, David Gesbert, Qianrui Li, Nicolas Gresset

Comments: Accepted in Workshop on Wireless Communications For Distributed Intelligence, GLOBECOM 2021

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

[1303] arXiv:2110.09935 (cross-list from cs.LG) [pdf, other]

Title: Random Feature Approximation for Online Nonlinear Graph Topology Identification

Rohan Money, Joshin Krishnan, Baltasar Beferull-Lozano

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

[1304] arXiv:2110.10010 (cross-list from cs.SD) [pdf, other]

Title: Temporal separation of whale vocalizations from background oceanic noise using a power calculation

Jacques van Wyk, Jaco Versfeld, Johan du Preez

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

[1305] arXiv:2110.10011 (cross-list from cs.HC) [pdf, other]

Title: Riemannian classification of EEG signals with missing values

Alexandre Hippert-Ferrer, Ammar Mian, Florent Bouchard, Frédéric Pascal

Subjects: Human-Computer Interaction (cs.HC); Signal Processing (eess.SP); Machine Learning (stat.ML)

[1306] arXiv:2110.10103 (cross-list from cs.SD) [pdf, other]

Title: Continual self-training with bootstrapped remixing for speech enhancement

Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Anurag Kumar

Comments: To appear in Proc. ICASSP 2022, May 22-27, 2022, Singapore

Journal-ref: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

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

[1307] arXiv:2110.10194 (cross-list from cs.CV) [pdf, html, other]

Title: CoFi: Coarse-to-Fine ICP for LiDAR Localization in an Efficient Long-lasting Point Cloud Map

Yecheng Lyu, Xinming Huang, Ziming Zhang

Comments: Revise to new article

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

[1308] arXiv:2110.10199 (cross-list from math.OC) [pdf, other]

Title: Theoretical Advances in Current Estimation and Navigation from a Glider-Based Acoustic Doppler Current Profiler (ADCP)

Jacob Stevens-Haas, Sarah E. Webster, Aleksandr Aravkin

Comments: Submitted to Journal of Atmospheric and Oceanic Technology. 15 pages main text. 10 pages figures, tables, bibliography, appendices

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

[1309] arXiv:2110.10316 (cross-list from cs.IT) [pdf, other]

Title: Beamforming Design for Intelligent Reflecting Surface-Enhanced Symbiotic Radio Systems

Shaokang Hu, Chang Liu, Zhiqiang Wei, Yuanxin Cai, Derrick Wing Kwan Ng, Jinhong Yuan

Comments: This paper is submitted to ICC 2022

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

[1310] arXiv:2110.10332 (cross-list from physics.med-ph) [pdf, other]

Title: AI-Based Detection, Classification and Prediction/Prognosis in Medical Imaging: Towards Radiophenomics

Fereshteh Yousefirizi, Pierre Decazes, Amine Amyar, Su Ruan, Babak Saboury, Arman Rahmim

Subjects: Medical Physics (physics.med-ph); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[1311] arXiv:2110.10391 (cross-list from cs.LG) [pdf, other]

Title: Robust lEarned Shrinkage-Thresholding (REST): Robust unrolling for sparse recover

Wei Pu, Chao Zhou, Yonina C. Eldar, Miguel R.D. Rodrigues

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

[1312] arXiv:2110.10402 (cross-list from cs.SD) [pdf, other]

Title: An Investigation of Enhancing CTC Model for Triggered Attention-based Streaming ASR

Huaibo Zhao, Yosuke Higuchi, Tetsuji Ogawa, Tetsunori Kobayashi

Comments: Accepted to APSIPA 2021

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

[1313] arXiv:2110.10407 (cross-list from cs.DL) [pdf, other]

Title: Development of an Ontology for an Integrated Image Analysis Platform to enable Global Sharing of Microscopy Imaging Data

Satoshi Kume, Hiroshi Masuya, Yosky Kataoka, Norio Kobayashi

Journal-ref: Proceedings of the 15th International Semantic Web Conference (Kobe, Japan), 2016

Subjects: Digital Libraries (cs.DL); Image and Video Processing (eess.IV); Quantitative Methods (q-bio.QM)

[1314] arXiv:2110.10408 (cross-list from physics.med-ph) [pdf, other]

Title: Non-invasive optical measurement of arterial blood flow speed

Alex Ce Zhang, Yu-Hwa Lo

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

[1315] arXiv:2110.10411 (cross-list from stat.ME) [pdf, other]

Title: Hyperspherical Dirac Mixture Reapproximation

Kailai Li, Florian Pfaff, Uwe D. Hanebeck

Comments: 21 pages

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

[1316] arXiv:2110.10429 (cross-list from cs.LG) [pdf, other]

Title: Knowledge distillation from language model to acoustic model: a hierarchical multi-task learning approach

Mun-Hak Lee, Joon-Hyuk Chang

Comments: 4page + 1page for citation + 2 pages for appendix

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

[1317] arXiv:2110.10444 (cross-list from cs.CV) [pdf, other]

Title: Moir\'e Attack (MA): A New Potential Risk of Screen Photos

Dantong Niu, Ruohao Guo, Yisen Wang

Comments: NeurIPS 2021

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

[1318] arXiv:2110.10491 (cross-list from cs.SD) [pdf, other]

Title: A Study On Data Augmentation In Voice Anti-Spoofing

Ariel Cohen, Inbal Rimon, Eran Aflalo, Haim Permuter

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

[1319] arXiv:2110.10534 (cross-list from cs.NI) [pdf, other]

Title: FairNet: A Measurement Framework for Traffic Discrimination Detection on the Internet

Vinod S. Khandkar, Manjesh K. Hanawal

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

[1320] arXiv:2110.10593 (cross-list from cs.SD) [pdf, other]

Title: Progressive Learning for Stabilizing Label Selection in Speech Separation with Mapping-based Method

Chenyang Gao, Yue Gu, Ivan Marsic

Comments: Submitted to Interspeech 2022

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

[1321] arXiv:2110.10617 (cross-list from cs.NI) [pdf, other]

Title: Colosseum: Large-Scale Wireless Experimentation Through Hardware-in-the-Loop Network Emulation

Leonardo Bonati, Pedram Johari, Michele Polese, Salvatore D'Oro, Subhramoy Mohanti, Miead Tehrani-Moayyed, Davide Villa, Shweta Shrivastava, Chinenye Tassie, Kurt Yoder, Ajeet Bagga, Paresh Patel, Ventz Petkov, Michael Seltser, Francesco Restuccia, Abhimanyu Gosain, Kaushik R. Chowdhury, Stefano Basagni, Tommaso Melodia

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

[1322] arXiv:2110.10709 (cross-list from physics.med-ph) [pdf, other]

Title: Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy

Jianfeng Wu, Wenhui Zhu, Yi Su, Jie Gui, Natasha Lepore, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Kewei Chen, Yalin Wang

Comments: 10 pages, 5 figures, 17th International Symposium on Medical Information Processing and Analysis

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

[1323] arXiv:2110.10714 (cross-list from cs.GT) [pdf, other]

Title: Auction Design through Multi-Agent Learning in Peer-to-Peer Energy Trading

Zibo Zhao, Chen Feng, Andrew L. Lu

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

[1324] arXiv:2110.10729 (cross-list from cs.LG) [pdf, other]

Title: Part-X: A Family of Stochastic Algorithms for Search-Based Test Generation with Probabilistic Guarantees

Giulia Pedrielli, Tanmay Khandait, Surdeep Chotaliya, Quinn Thibeault, Hao Huang, Mauricio Castillo-Effen, Georgios Fainekos

Comments: 25 pages, 7 Figures

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

[1325] arXiv:2110.10739 (cross-list from cs.SD) [pdf, other]

Title: Adapting Speech Separation to Real-World Meetings Using Mixture Invariant Training

Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey

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

[1326] arXiv:2110.10757 (cross-list from cs.SD) [pdf, other]

Title: TPARN: Triple-path Attentive Recurrent Network for Time-domain Multichannel Speech Enhancement

Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang

Comments: Accepted for publication in ICASSP 2022

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

[1327] arXiv:2110.10829 (cross-list from cs.RO) [pdf, other]

Title: ReachBot: A Small Robot for Large Mobile Manipulation Tasks

Stephanie Schneider, Andrew Bylard, Tony G. Chen, Preston Wang, Mark Cutkosky, Marco Pavone

Comments: 12 pages, 13 figures

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

[1328] arXiv:2110.10833 (cross-list from cs.LG) [pdf, other]

Title: High-resolution rainfall-runoff modeling using graph neural network

Zhongrun Xiang, Ibrahim Demir

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

[1329] arXiv:2110.10842 (cross-list from cs.CV) [pdf, other]

Title: SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning

Yanli Liu, Bochen Guan, Qinwen Xu, Weiyi Li, Shuxue Quan

Comments: 11 pages, 4 figures

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

[1330] arXiv:2110.10952 (cross-list from cs.IT) [pdf, other]

Title: Estimation of Covariance Matrix of Interference for Secure Spatial Modulation against a Malicious Full-duplex Attacker

Lili Yang, Xinyi Jiang, Feng Shu, Weibin Zhang, Jiangzhou Wang

Comments: 5 pages, 4 figures

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

[1331] arXiv:2110.10983 (cross-list from cs.SD) [pdf, other]

Title: Optimizing Multi-Taper Features for Deep Speaker Verification

Xuechen Liu, Md Sahidullah, Tomi Kinnunen

Comments: To appear in IEEE Signal Processing Letters

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

[1332] arXiv:2110.10987 (cross-list from cs.IT) [pdf, other]

Title: Learning OFDM Waveforms with PAPR and ACLR Constraints

Mathieu Goutay, Fayçal Ait Aoudia, Jakob Hoydis, Jean-Marie Gorce

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

[1333] arXiv:2110.11017 (cross-list from cs.LG) [pdf, other]

Title: Learning Time-Varying Graphs from Online Data

Alberto Natali, Elvin Isufi, Mario Coutino, Geert Leus

Comments: To appear on IEEE Open Journal of Signal Processing

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

[1334] arXiv:2110.11021 (cross-list from math.OC) [pdf, other]

Title: Stability and performance analysis of NMPC: Detectable stage costs and general terminal costs

Johannes Köhler, Melanie N. Zeilinger, Lars Grüne

Comments: This is the accepted version of the paper in IEEE Transaction on Automatic Control, 2023. This version contains additionally the proof of Theorem 7 in the appendix

Journal-ref: IEEE Transactions on Automatic Control 2023; 68(10)

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

[1335] arXiv:2110.11062 (cross-list from cs.CV) [pdf, other]

Title: Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation

Jiaming Zhang, Chaoxiang Ma, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen

Comments: Accepted to IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS). Dataset and code will be made publicly available at this https URL. arXiv admin note: substantial text overlap with arXiv:2108.06383

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

[1336] arXiv:2110.11080 (cross-list from cs.LG) [pdf, other]

Title: Continuous Authentication Using Mouse Movements, Machine Learning, and Minecraft

Nyle Siddiqui, Rushit Dave, Naeem Seliya

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

[1337] arXiv:2110.11104 (cross-list from cs.IT) [pdf, other]

Title: Intelligent Reflecting Surface for Multi-Path Beam Routing with Active/Passive Beam Splitting and Combining

Weidong Mei, Rui Zhang

Comments: 6 pages, 4 figures. Accepted for publication by IEEE Communications Letters. Our other works on multi-IRS aided wireless network: IRS-user associations (arXiv:2009.02551), single-beam multi-hop routing (arXiv:2010.13589), multi-beam multi-hop routing (arXiv:2101.00217), distributed beam training (arXiv:2106.11896), and a tutorial paper (arXiv:2109.13641)

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

[1338] arXiv:2110.11130 (cross-list from cs.LG) [pdf, other]

Title: Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System

Matthias Schultheis, Dominik Straub, Constantin A. Rothkopf

Comments: 24 pages, 11 figures, to be published at NeurIPS 2021

Subjects: Machine Learning (cs.LG); Systems and Control (eess.SY); Neurons and Cognition (q-bio.NC); Machine Learning (stat.ML)

[1339] arXiv:2110.11269 (cross-list from cs.LG) [pdf, other]

Title: Modeling the AC Power Flow Equations with Optimally Compact Neural Networks: Application to Unit Commitment

Alyssa Kody, Samuel Chevalier, Spyros Chatzivasileiadis, Daniel Molzahn

Comments: added acknowledgement, first two authors equally contributed, 8 pages, 3 figures, 1 table

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

[1340] arXiv:2110.11283 (cross-list from cs.CV) [pdf, other]

Title: The Effect of Wearing a Face Mask on Face Image Quality

Biying Fu, Florian Kirchbuchner, Naser Damer

Comments: Accepted at the 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021

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

[1341] arXiv:2110.11292 (cross-list from cs.LG) [pdf, other]

Title: OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis

Animesh Basak Chowdhury, Benjamin Tan, Ramesh Karri, Siddharth Garg

Comments: 18 pages

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

[1342] arXiv:2110.11407 (cross-list from cs.CV) [pdf, other]

Title: Video-Data Pipelines for Machine Learning Applications

Sohini Roychowdhury, James Y. Sato

Comments: 10 pages, 6 Figures, 5 Tables, conference

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Systems and Control (eess.SY)

[1343] arXiv:2110.11420 (cross-list from cs.CV) [pdf, other]

Title: Fast Graph Sampling for Short Video Summarization using Gershgorin Disc Alignment

Sadid Sahami, Gene Cheung, Chia-Wen Lin

Comments: 5 pages, 2 figures - Remove affiliation from author list

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

[1344] arXiv:2110.11450 (cross-list from cs.IT) [pdf, other]

Title: Online Meta-Learning for Scene-Diverse Waveform-Agile Radar Target Tracking

Charles E. Thornton, R. Michael Buehrer, Anthony F. Martone

Comments: 6 pages, 6 figures

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

[1345] arXiv:2110.11451 (cross-list from cs.LG) [pdf, other]

Title: An EMD-based Method for the Detection of Power Transformer Faults with a Hierarchical Ensemble Classifier

Shoaib Meraj Sami, Mohammed Imamul Hassan Bhuiyan

Comments: 04 pages, 04 figures, Conference

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

[1346] arXiv:2110.11467 (cross-list from cs.LG) [pdf, other]

Title: Power Transformer Fault Diagnosis with Intrinsic Time-scale Decomposition and XGBoost Classifier

Shoaib Meraj Sami, Mohammed Imamul Hassan Bhuiyan

Comments: 09 pages, 3 figures, conference

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

[1347] arXiv:2110.11499 (cross-list from cs.SD) [pdf, other]

Title: Wav2CLIP: Learning Robust Audio Representations From CLIP

Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello

Comments: Copyright 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

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

[1348] arXiv:2110.11504 (cross-list from cs.AR) [pdf, other]

Title: Maximum Power Point Tracking Circuit for an Energy Harvester in 130 nm CMOS Technology

Adam Hudec, Lukas Nagy, Martin Kovac, Viera Stopjakova

Subjects: Hardware Architecture (cs.AR); Systems and Control (eess.SY)

[1349] arXiv:2110.11534 (cross-list from cs.IT) [pdf, other]

Title: The Optimal Pilot Power Allocation Strategy for Multi-IRS Assisted Communication Systems

Jiancheng An, Chao Xu, Lu Gan, Chau Yuen, Lajos Hanzo

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

[1350] arXiv:2110.11628 (cross-list from cs.IT) [pdf, other]

Title: Efficient CI-Based One-Bit Precoding for Multiuser Downlink Massive MIMO Systems with PSK Modulation

Zheyu Wu, Bo Jiang, Ya-Feng Liu, Mingjie Shao, Yu-Hong Dai

Comments: 42 pages, 6 figures, accepted for publication in IEEE Transactions on Wireless Communications

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP); Optimization and Control (math.OC)