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@inproceedings{DBLP:conf/mlsp/AguilarOZ21,
author = {Camilo Aguilar and
Mathias Ortner and
Josiane Zerubia},
title = {Small Moving Target {MOT} Tracking with {GM-PHD} Filter and Attention-Based
{CNN}},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596204},
doi = {10.1109/MLSP52302.2021.9596204},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/AguilarOZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/AlkhouriVA21,
author = {Ismail R. Alkhouri and
Alvaro Velasquez and
George K. Atia},
title = {Adversarial Perturbation Attacks on Nested Dichotomies Classification
Systems},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596336},
doi = {10.1109/MLSP52302.2021.9596336},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/AlkhouriVA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/AlsulaimawiL21,
author = {Zahir Alsulaimawi and
Huaping Liu},
title = {Distributed Variational Information Bottleneck for {IOT} Environments},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596553},
doi = {10.1109/MLSP52302.2021.9596553},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/AlsulaimawiL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/AwadAA21,
author = {Akram S. Awad and
Ismail R. Alkhouri and
George K. Atia},
title = {Adversarial Attacks on Multi-Level Fault Detection and Diagnosis Systems},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596378},
doi = {10.1109/MLSP52302.2021.9596378},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/AwadAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BahadiRP21,
author = {Soufiyan Bahadi and
Jean Rouat and
Eric Plourde},
title = {Adaptive Approach for Sparse Representations Using the Locally Competitive
Algorithm for Audio},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596348},
doi = {10.1109/MLSP52302.2021.9596348},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/BahadiRP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BarrachinaRVMO21,
author = {Jose Agustin Barrachina and
Chenfang Ren and
Gilles Vieillard and
Christ{\`{e}}le Morisseau and
Jean Philippe Ovarlez},
title = {About the Equivalence Between Complex-Valued and Real-Valued Fully
Connected Neural Networks - Application to Polinsar Images},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596542},
doi = {10.1109/MLSP52302.2021.9596542},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/BarrachinaRVMO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BirnieSAG21,
author = {Lachlan Birnie and
Prasanga N. Samarasinghe and
Thushara D. Abhayapala and
Daniel Grixti{-}Cheng},
title = {Noise {RETF} Estimation and Removal for Low {SNR} Speech Enhancement},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596209},
doi = {10.1109/MLSP52302.2021.9596209},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/BirnieSAG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/CaiCFM21,
author = {Yong Cai and
Mengwei Chen and
Yifei Feng and
Zheng Ming},
title = {A Placement Angle Detection Method of Recyclable Object for Garbage
Power Generation},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596431},
doi = {10.1109/MLSP52302.2021.9596431},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/CaiCFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ChenNA21,
author = {Yitian Chen and
Hamed Nosrati and
Elias Aboutanios},
title = {Online {DOA} Estimation for Noninteger Linear Antenna Arrays in Coarray
Domain},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596114},
doi = {10.1109/MLSP52302.2021.9596114},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ChenNA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ChenPN21,
author = {Yanhua Chen and
Mingtao Pei and
Zhengang Nie},
title = {Recognizing Activities from Egocentric Images with Appearance and
Motion Features},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596178},
doi = {10.1109/MLSP52302.2021.9596178},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ChenPN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DamodaranPMG21,
author = {Swaroop Damodaran and
Ram Padmanabhan and
R. Maahin and
Sanjeev Gurugopinath},
title = {A Copula-Driven Unsupervised Learning Framework for Anomaly Detection
with Multivariate Heterogeneous Data},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596359},
doi = {10.1109/MLSP52302.2021.9596359},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/DamodaranPMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DaviB21,
author = {Caio Davi and
Ulisses M. Braga{-}Neto},
title = {A Semi-Supervised Generative Adversarial Network for Prediction of
Genetic Disease Outcomes},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596351},
doi = {10.1109/MLSP52302.2021.9596351},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/DaviB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DengJ21,
author = {Bowen Deng and
Aimin Jiang},
title = {Dynamic Graph Convolutional Network: {A} Topology Optimization Perspective},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596206},
doi = {10.1109/MLSP52302.2021.9596206},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/DengJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DingICMN21,
author = {Guanqun Ding and
Nevrez Imamoglu and
Ali Caglayan and
Masahiro Murakawa and
Ryosuke Nakamura},
title = {{FBR-CNN:} {A} Feedback Recurrent Network for Video Saliency Detection},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596383},
doi = {10.1109/MLSP52302.2021.9596383},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/DingICMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DormannFAP21,
author = {Friedrich D{\"{o}}rmann and
Osvald Frisk and
Lars N{\o}rvang Andersen and
Christian Fischer Pedersen},
title = {Not All Noise is Accounted Equally: How Differentially Private Learning
Benefits from Large Sampling Rates},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596307},
doi = {10.1109/MLSP52302.2021.9596307},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/DormannFAP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DubeySFLWL21,
author = {Anand Dubey and
Avik Santra and
Jonas Fuchs and
Maximilian L{\"{u}}bke and
Robert Weigel and
Fabian Lurz},
title = {Bayesradar : Bayesian Metric-Kalman Filter Learning for Improved and
Reliable Radar Target Classification},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596290},
doi = {10.1109/MLSP52302.2021.9596290},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/DubeySFLWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/EsmaeiliJSKR21,
author = {Ashkan Esmaeili and
Mohsen Joneidi and
Mehrdad Salimitari and
Umar Khalid and
Nazanin Rahnavard},
title = {Two-Way Spectrum Pursuit for {CUR} Decomposition and its Application
in Joint Column/Row Subset Selection},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596233},
doi = {10.1109/MLSP52302.2021.9596233},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/EsmaeiliJSKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FanP21,
author = {Ruixian Fan and
Mingtao Pei},
title = {Lightweight Forest Fire Detection Based on Deep Learning},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596409},
doi = {10.1109/MLSP52302.2021.9596409},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FanP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FreinIM21,
author = {Ruair{\'{\i}} de Fr{\'{e}}in and
Obinna Izima and
Ali Malik},
title = {Detecting Network State in the Presence of Varying Levels of Congestion},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596271},
doi = {10.1109/MLSP52302.2021.9596271},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FreinIM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GangloffMP21,
author = {Hugo Gangloff and
Katherine Morales and
Yohan Petetin},
title = {A General Parametrization Framework for Pairwise Markov Models: An
Application to Unsupervised Image Segmentation},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596395},
doi = {10.1109/MLSP52302.2021.9596395},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/GangloffMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GaoHK21,
author = {Zidi Gao and
Yiwen He and
Ercan Engin Kuruoglu},
title = {A Hybrid Model Integrating {LSTM} and Garch for Bitcoin Price Prediction},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596429},
doi = {10.1109/MLSP52302.2021.9596429},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/GaoHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GelderblomM21,
author = {Femke B. Gelderblom and
Tor Andr{\'{e}} Myrvoll},
title = {Deep Complex Convolutional Recurrent Network for Multi-Channel Speech
Enhancement and Dereverberation},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596086},
doi = {10.1109/MLSP52302.2021.9596086},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/GelderblomM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GionanidisKN21,
author = {Emmanouil Gionanidis and
Constantine Kotropoulos and
Myrsini Ntemi},
title = {Opinion Recommendation Using Coverage for Adaptive Prediction},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596474},
doi = {10.1109/MLSP52302.2021.9596474},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/GionanidisKN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GuimaraesBR21,
author = {Heitor R. Guimar{\~{a}}es and
Wesley Beccaro and
Miguel Arjona Ram{\'{\i}}rez},
title = {Optimizing Time Domain Fully Convolutional Networks for 3D Speech
Enhancement in a Reverberant Environment Using Perceptual Losses},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596103},
doi = {10.1109/MLSP52302.2021.9596103},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/GuimaraesBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GuizzoGJMMMNNPP21,
author = {Eric Guizzo and
Riccardo F. Gramaccioni and
Saeid Jamili and
Christian Marinoni and
Edoardo Massaro and
Claudia Medaglia and
Giuseppe Nachira and
Leonardo Nucciarelli and
Ludovica Paglialunga and
Marco Pennese and
Sveva Pepe and
Enrico Rocchi and
Aurelio Uncini and
Danilo Comminiello},
title = {{L3DAS21} Challenge: Machine Learning for 3D Audio Signal Processing},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596248},
doi = {10.1109/MLSP52302.2021.9596248},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/GuizzoGJMMMNNPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GuneyiCV21,
author = {Eylem Tug{\c{c}}e G{\"{u}}neyi and
Abdullah Canbolat and
Elif Vural},
title = {Learning Parametric Time-Vertex Graph Processes from Incomplete Realizations},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596563},
doi = {10.1109/MLSP52302.2021.9596563},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/GuneyiCV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HashmiK21,
author = {Hassaan Hashmi and
Dionysios S. Kalogerias},
title = {Model-Free Learning of Optimal Deterministic Resource Allocations
in Wireless Systems via Action-Space Exploration},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596327},
doi = {10.1109/MLSP52302.2021.9596327},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HashmiK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HeBA21,
author = {Yicong He and
Andre Beckus and
George K. Atia},
title = {Scalable Community Detection in the Degree-Corrected Stochastic Block
Model},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596377},
doi = {10.1109/MLSP52302.2021.9596377},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HeBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HongCC21,
author = {Y.{-}W. Peter Hong and
Wen{-}Yang Chen and
Hao{-}Tang Chang},
title = {Specrank: Ranking by Pairwise Comparisons from Specialty Workers in
a Crowdsourced Setting},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596411},
doi = {10.1109/MLSP52302.2021.9596411},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HongCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HouK21,
author = {Zejiang Hou and
Sun{-}Yuan Kung},
title = {Few-Shot Learning Via Dependency Maximization and Instance Discriminant
Analysis},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596284},
doi = {10.1109/MLSP52302.2021.9596284},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HouK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HougenKCH21,
author = {Conrad D. Hougen and
Lance M. Kaplan and
Federico Cerutti and
Alfred O. Hero III},
title = {Uncertain Bayesian Networks: Learning from Incomplete Data},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596205},
doi = {10.1109/MLSP52302.2021.9596205},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/HougenKCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HuangH21,
author = {You{-}De Huang and
Y.{-}W. Peter Hong},
title = {Distributed Dictionary Learning Over Heterogeneous Clients Using Local
Adaptive Dictionaries},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596408},
doi = {10.1109/MLSP52302.2021.9596408},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HuangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/IzadiSK21,
author = {Mohammad Rasool Izadi and
Robert Stevenson and
Laura N. Kloepper},
title = {Affinity Mixup for Weakly Supervised Sound Event Detection},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596270},
doi = {10.1109/MLSP52302.2021.9596270},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/IzadiSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/JoseS21,
author = {Sharu Theresa Jose and
Osvaldo Simeone},
title = {A Unified PAC-Bayesian Framework for Machine Unlearning via Information
Risk Minimization},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596170},
doi = {10.1109/MLSP52302.2021.9596170},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/JoseS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/JourdanBF21,
author = {Th{\'{e}}o Jourdan and
Antoine Boutet and
Carole Frindel},
title = {Privacy Assessment of Federated Learning Using Private Personalized
Layers},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596237},
doi = {10.1109/MLSP52302.2021.9596237},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/JourdanBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KuchrooGTWK21,
author = {Manik Kuchroo and
Abhinav Godavarthi and
Alexander Tong and
Guy Wolf and
Smita Krishnaswamy},
title = {Multimodal Data Visualization and Denoising with Integrated Diffusion},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596214},
doi = {10.1109/MLSP52302.2021.9596214},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/KuchrooGTWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LanZBB21,
author = {Xinjie Lan and
Bin Zhu and
Charles Boncelet and
Kenneth E. Barner},
title = {Beyond the Bias Variance Trade-Off: {A} Mutual Information Trade-Off
in Deep Learning},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596544},
doi = {10.1109/MLSP52302.2021.9596544},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LanZBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LimRPC21,
author = {Hyuntak Lim and
Si{-}Dong Roh and
Sangki Park and
Ki{-}Seok Chung},
title = {Robustness-Aware Filter Pruning for Robust Neural Networks Against
Adversarial Attacks},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596121},
doi = {10.1109/MLSP52302.2021.9596121},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LimRPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LiuIZHPW21,
author = {Xubo Liu and
Turab Iqbal and
Jinzheng Zhao and
Qiushi Huang and
Mark D. Plumbley and
Wenwu Wang},
title = {Conditional Sound Generation Using Neural Discrete Time-Frequency
Representation Learning},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596430},
doi = {10.1109/MLSP52302.2021.9596430},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LiuIZHPW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LiuYC21,
author = {Jinyan Liu and
Longbin Yan and
Jie Chen},
title = {A Coarse-to-Fine Object Detection Framework for High-Resolution Images
with Sparse Objects},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596518},
doi = {10.1109/MLSP52302.2021.9596518},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/LiuYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LopezHA21,
author = {Jhon Lopez and
Carlos Hinojosa and
Henry Arguello},
title = {Fast Subspace Clustering Algorithm with Efficient Similarity-Constrained
Sampling for Hyperspectral Images},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596507},
doi = {10.1109/MLSP52302.2021.9596507},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LopezHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LouW21,
author = {Xin Lou and
Han Wang},
title = {Object Detection in {SAR} Via Generative Knowledge Transfer},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596254},
doi = {10.1109/MLSP52302.2021.9596254},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LouW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LyuAR21,
author = {Zhaoyan Lyu and
Gholamali Aminian and
Miguel R. D. Rodrigues},
title = {Toward Minimal-Sufficiency in Regression Tasks: An Approach Based
on a Variational Estimation Bottleneck},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596368},
doi = {10.1109/MLSP52302.2021.9596368},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LyuAR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MaLC21,
author = {Xiaochuan Ma and
Lifeng Lai and
Shuguang Cui},
title = {Bayesian Two-Stage Sequential Change Diagnosis Via Multi-Sensor Array},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596446},
doi = {10.1109/MLSP52302.2021.9596446},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MaLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MaLC21a,
author = {Xiaochuan Ma and
Lifeng Lai and
Shuguang Cui},
title = {A Deep Q-Network Based Approach for Online Bayesian Change Point Detection},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596490},
doi = {10.1109/MLSP52302.2021.9596490},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MaLC21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MadhuK21,
author = {Aswathy Madhu and
Suresh Kumaraswamy},
title = {SiamNet: Siamese {CNN} Based Similarity Model for Adversarially Generated
Environmental Sounds},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596435},
doi = {10.1109/MLSP52302.2021.9596435},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MadhuK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MassiI21,
author = {Michela Carlotta Massi and
Francesca Ieva},
title = {Learning Signal Representations for {EEG} Cross-Subject Channel Selection
and Trial Classification},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596522},
doi = {10.1109/MLSP52302.2021.9596522},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MassiI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MoneyKB21,
author = {Rohan T. Money and
Joshin Krishnan and
Baltasar Beferull{-}Lozano},
title = {Random Feature Approximation for Online Nonlinear Graph Topology Identification},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596512},
doi = {10.1109/MLSP52302.2021.9596512},
timestamp = {Sat, 24 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/MoneyKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MonroyBA21,
author = {Brayan Monroy and
Jorge Bacca and
Henry Arguello},
title = {Deep Low-Dimensional Spectral Image Representation for Compressive
Spectral Reconstruction},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596541},
doi = {10.1109/MLSP52302.2021.9596541},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/MonroyBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MorenoB21,
author = {Emilio Ruiz{-}Moreno and
Baltasar Beferull{-}Lozano},
title = {Tracking of Quantized Signals Based on Online Kernel Regression},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596115},
doi = {10.1109/MLSP52302.2021.9596115},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MorenoB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MygdalisTP21,
author = {Vasileios Mygdalis and
Anastasios Tefas and
Ioannis Pitas},
title = {Introducing K-Anonymity Principles to Adversarial Attacks for Privacy
Protection in Image Classification Problems},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596565},
doi = {10.1109/MLSP52302.2021.9596565},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/MygdalisTP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NalmpantisPTT21,
author = {Angelos Nalmpantis and
Nikolaos Passalis and
Avraam Tsantekidis and
Anastasios Tefas},
title = {Improving Deep Reinforcement Learning for Financial Trading Using
Deep Adaptive Group-Based Normalization},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596155},
doi = {10.1109/MLSP52302.2021.9596155},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/NalmpantisPTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NguyenSRA21,
author = {Viet{-}Nhat Nguyen and
Mostafa Sadeghi and
Elisa Ricci and
Xavier Alameda{-}Pineda},
title = {Deep Variational Generative Models for Audio-Visual Speech Separation},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596406},
doi = {10.1109/MLSP52302.2021.9596406},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/NguyenSRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NielsenOJT21,
author = {Morten {\O}stergaard Nielsen and
Jan {\O}stergaard and
Jesper Jensen and
Zheng{-}Hua Tan},
title = {Compression of DNNs Using Magnitude Pruning and Nonlinear Information
Bottleneck Training},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596128},
doi = {10.1109/MLSP52302.2021.9596128},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/NielsenOJT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NooraiepourBM21,
author = {Alireza Nooraiepour and
Waheed U. Bajwa and
Narayan B. Mandayam},
title = {Hyphylearn: {A} Domain Adaptation-Inspired Approach to Classification
Using Limited Number of Training Samples},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596469},
doi = {10.1109/MLSP52302.2021.9596469},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/NooraiepourBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/OHanlonBD21,
author = {Ken O'Hanlon and
Emmanouil Benetos and
Simon Dixon},
title = {Detecting Cover Songs with Pitch Class Key-Invariant Networks},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596389},
doi = {10.1109/MLSP52302.2021.9596389},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/OHanlonBD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/PengCGIKKG21,
author = {Minxu Peng and
Mertcan Cokbas and
Unay Dorken Gallastegi and
Prakash Ishwar and
Janusz Konrad and
Brian Kulis and
Vivek K. Goyal},
title = {Convolutional Neural Network Denoising of Focused Ion Beam Micrographs},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596272},
doi = {10.1109/MLSP52302.2021.9596272},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/PengCGIKKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/PjanicSTTR21,
author = {Dino Pjanic and
Alexandros Sopasakis and
Harsh Tataria and
Fredrik Tufvesson and
Andres Reial},
title = {Learning-Based {UE} Classification in Millimeter-Wave Cellular Systems
with Mobility},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596275},
doi = {10.1109/MLSP52302.2021.9596275},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/PjanicSTTR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/PodusenkoEBSV21,
author = {Albert Podusenko and
Bart van Erp and
Dmitry Bagaev and
Ismail Sen{\"{o}}z and
Bert de Vries},
title = {Message Passing-Based Inference in the Gamma Mixture Model},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596329},
doi = {10.1109/MLSP52302.2021.9596329},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/PodusenkoEBSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/PournaderiX21,
author = {Mehrdad Pournaderi and
Yu Xiang},
title = {Differentially Private Variable Selection via the Knockoff Filter},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596470},
doi = {10.1109/MLSP52302.2021.9596470},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/PournaderiX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/PradhanL21,
author = {Ian Pradhan and
Siwei Lyu},
title = {Understanding Linear Style Transfer Auto-Encoders},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596412},
doi = {10.1109/MLSP52302.2021.9596412},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/PradhanL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/PucheL21,
author = {Aaron Valero Puche and
Sukhan Lee},
title = {Caesynth: Real-Time Timbre Interpolation and Pitch Control with Conditional
Autoencoders},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596414},
doi = {10.1109/MLSP52302.2021.9596414},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/PucheL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/Rakotonirina21,
author = {Nathana{\"{e}}l Carraz Rakotonirina},
title = {Self-Attention for Audio Super-Resolution},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596082},
doi = {10.1109/MLSP52302.2021.9596082},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/Rakotonirina21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/RampasekW21,
author = {Ladislav Ramp{\'{a}}sek and
Guy Wolf},
title = {Hierarchical Graph Neural Nets can Capture Long-Range Interactions},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596069},
doi = {10.1109/MLSP52302.2021.9596069},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/RampasekW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/RenCZXZZGY21,
author = {Xinlei Ren and
Lianwu Chen and
Xiguang Zheng and
Chenglin Xu and
Xu Zhang and
Chen Zhang and
Liang Guo and
Bing Yu},
title = {A Neural Beamforming Network for B-Format 3D Speech Enhancement and
Recognition},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596418},
doi = {10.1109/MLSP52302.2021.9596418},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/RenCZXZZGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/RougeMDBF21,
author = {Pierre Roug{\'{e}} and
Ali Moukadem and
Alain Dieterlen and
Antoine Boutet and
Carole Frindel},
title = {Anonymizing Motion Sensor Data Through Time-Frequency Domain},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596442},
doi = {10.1109/MLSP52302.2021.9596442},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/RougeMDBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/RoyGS21,
author = {Debaleena Roy and
Tanaya Guha and
Victor Sanchez},
title = {Graph-Based Transform Based on Neural Networks for Intra-Prediction
of Imaging Data},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596317},
doi = {10.1109/MLSP52302.2021.9596317},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/RoyGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SalamiS21,
author = {Dariush Salami and
Stephan Sigg},
title = {Zero-Shot Motion Pattern Recognition from 4D Point-Clouds},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596375},
doi = {10.1109/MLSP52302.2021.9596375},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SalamiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SanchezHS21,
author = {Victor Sanchez and
Miguel Hern{\'{a}}ndez{-}Cabronero and
Joan Serra{-}Sagrist{\`{a}}},
title = {Block-Wise Intra-Prediction of Imaging Data Based on Overfitted Neural
Networks with On-Line Learning},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596526},
doi = {10.1109/MLSP52302.2021.9596526},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SanchezHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SarkkaMK21,
author = {Simo S{\"{a}}rkk{\"{a}} and
Christos Merkatas and
Toni Karvonen},
title = {Gaussian Approximations of {SDES} in Metropolis-Adjusted Langevin
Algorithms},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596301},
doi = {10.1109/MLSP52302.2021.9596301},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/SarkkaMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SebeniusCMBL21,
author = {Isaac Sebenius and
Alexander Campbell and
Sarah E. Morgan and
Edward T. Bullmore and
Pietro Li{\`{o}}},
title = {Multimodal Graph Coarsening for Interpretable, MRI-Based Brain Graph
Neural Network},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9690626},
doi = {10.1109/MLSP52302.2021.9690626},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/SebeniusCMBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SekiTT21,
author = {Shogo Seki and
Haruka Taga and
Tomoki Toda},
title = {Singing Fundamental Frequency Contour Generation Using Generalized
Command-Response Model and Score-Conditional Variational Autoencoder},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--3},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596428},
doi = {10.1109/MLSP52302.2021.9596428},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SekiTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SiivolaDAGMV21,
author = {Eero Siivola and
Akash Kumar Dhaka and
Michael Riis Andersen and
Javier Gonz{\'{a}}lez and
Pablo Garcia Moreno and
Aki Vehtari},
title = {Preferential Batch Bayesian Optimization},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596494},
doi = {10.1109/MLSP52302.2021.9596494},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SiivolaDAGMV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SinghS21,
author = {Jaspreet Singh and
Chandan Singh},
title = {Bag of Groups of Convolutional Features Model for Visual Object Recognition},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596432},
doi = {10.1109/MLSP52302.2021.9596432},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SinghS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SongZO21,
author = {Yunfu Song and
Huahuan Zheng and
Zhijian Ou},
title = {An Empirical Comparison of Joint-Training and Pre-Training for Domain-Agnostic
Semi-Supervised Learning Via Energy-Based Models},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596559},
doi = {10.1109/MLSP52302.2021.9596559},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SongZO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/StucchiCGBF21,
author = {Diego Stucchi and
Andrea Corsini and
Go{\"{e}}ry Genty and
Giacomo Boracchi and
Alessandro Foi},
title = {A Weighted Loss Function to Predict Control Parameters for Supercontinuum
Generation Via Neural Networks},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596142},
doi = {10.1109/MLSP52302.2021.9596142},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/StucchiCGBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/TaeKL21,
author = {Jaesung Tae and
Hyeongju Kim and
Younggun Lee},
title = {{MLP} Singer: Towards Rapid Parallel Korean Singing Voice Synthesis},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596184},
doi = {10.1109/MLSP52302.2021.9596184},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/TaeKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/TaiSY21,
author = {Yifan Tai and
Zhenyu Sun and
Zixuan Yao},
title = {Content-Based Recommendation Using Machine Learning},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596525},
doi = {10.1109/MLSP52302.2021.9596525},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/TaiSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/TanakaNI21,
author = {Akira Tanaka and
Masanari Nakamura and
Hideyuki Imai},
title = {Model Selection of Kernel Ridge Regression for Extrapolation},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596089},
doi = {10.1109/MLSP52302.2021.9596089},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/TanakaNI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/TangZG21,
author = {Wenming Tang and
Lebin Zhou and
Yuanhao Gong},
title = {Real-Time Optimizing Weighted Gaussian Curvature for 4K Videos},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596473},
doi = {10.1109/MLSP52302.2021.9596473},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/TangZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ThomasLL21,
author = {Mahiout Thomas and
Fillatre Lionel and
Deruaz{-}Pepin Laurent},
title = {Explainable Deep Learning Detection of Gaussian Propeller Noise with
Unknown Signal-to-Noise Ratio},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596566},
doi = {10.1109/MLSP52302.2021.9596566},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ThomasLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/TongWMKW21,
author = {Alexander Tong and
Frederick Wenkel and
Kincaid MacDonald and
Smita Krishnaswamy and
Guy Wolf},
title = {Data-Driven Learning of Geometric Scattering Modules for GNNs},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596169},
doi = {10.1109/MLSP52302.2021.9596169},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/TongWMKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/TurhanV21,
author = {G{\"{u}}lce Turhan and
Elif Vural},
title = {Estimating Partially Observed Graph Signals by Learning Spectrally
Concentrated Graph Kernels},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596282},
doi = {10.1109/MLSP52302.2021.9596282},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/TurhanV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/VakanskiX21,
author = {Aleksandar Vakanski and
Min Xian},
title = {Evaluation of Complexity Measures for Deep Learning Generalization
in Medical Image Analysis},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596501},
doi = {10.1109/MLSP52302.2021.9596501},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/VakanskiX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/VannoySSLWR21,
author = {Trevor C. Vannoy and
Trey P. Scofield and
Joseph A. Shaw and
Riley D. Logan and
Bradley M. Whitaker and
Elizabeth M. Rehbein},
title = {Detection of Insects in Class-Imbalanced Lidar Field Measurements},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596143},
doi = {10.1109/MLSP52302.2021.9596143},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/VannoySSLWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WangMLX21,
author = {Fuxiang Wang and
Qing Mei and
Xuhui Liu and
Yao Xiao},
title = {Optimized Spatial Matching for Visual Object Tracking},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596182},
doi = {10.1109/MLSP52302.2021.9596182},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WangMLX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WangPN21,
author = {Xusheng Wang and
Mingtao Pei and
Zhengang Nie},
title = {Self-Trained Video Anomaly Detection Based on Teacher-Student Model},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596140},
doi = {10.1109/MLSP52302.2021.9596140},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WangPN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WeissPVFB21,
author = {Tomer Weiss and
Nissim Peretz and
Sanketh Vedula and
Arie Feuer and
Alexander M. Bronstein},
title = {Joint Optimization of System Design and Reconstruction in {MIMO} Radar
Imaging},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596168},
doi = {10.1109/MLSP52302.2021.9596168},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WeissPVFB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/XieAT21,
author = {Yuying Xie and
Thomas Arildsen and
Zheng{-}Hua Tan},
title = {Disentangled Speech Representation Learning Based on Factorized Hierarchical
Variational Autoencoder with Self-Supervised Objective},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596320},
doi = {10.1109/MLSP52302.2021.9596320},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/XieAT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/XiyuQQJHL21,
author = {Mu Xiyu and
Xu Qi and
Zhang Qiang and
Ren Junch and
Wang Hongbin and
Zhou Linyi},
title = {An Improved Diracnet Convolutional Neural Network for Haze Visibility
Detection},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596249},
doi = {10.1109/MLSP52302.2021.9596249},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/XiyuQQJHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/XuCXM21,
author = {Shuai Xu and
Dongliang Chang and
Jiyang Xie and
Zhanyu Ma},
title = {{GRAD-CAM} Guided Channel-Spatial Attention Module for Fine-Grained
Visual Classification},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596481},
doi = {10.1109/MLSP52302.2021.9596481},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/XuCXM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YadavGKG21,
author = {Shivani Yadav and
Dipanjan Gope and
Uma Maheswari Krishnaswamy and
Prasanta Kumar Ghosh},
title = {Convolutional Dense Neural Network Based Spirometry Variable {FVC}
Prediction Using Sustained Phonations},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596159},
doi = {10.1109/MLSP52302.2021.9596159},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/YadavGKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YanAK21,
author = {Yi Yan and
Radwa Adel and
Ercan E. Kuruoglu},
title = {Adaptive Normalized {LMP} Estimation for Graph Signal Processing},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596181},
doi = {10.1109/MLSP52302.2021.9596181},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/YanAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YangHW21,
author = {Ming{-}Hsun Yang and
Y.{-}W. Peter Hong and
Jwo{-}Yuh Wu},
title = {Ambiguity-Free and Efficient Sparse Phase Retrieval from Affine Measurements
Under Outlier Corruption},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596316},
doi = {10.1109/MLSP52302.2021.9596316},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/YangHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YataYY21,
author = {Wataru Yata and
Masao Yamagishi and
Isao Yamada},
title = {A Constrained Linearly Involved Generalized Moreau Enhanced Model
and Its Proximal Splitting Algorithm},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596347},
doi = {10.1109/MLSP52302.2021.9596347},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/YataYY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ZhangJS21,
author = {Yunchuan Zhang and
Sharu Theresa Jose and
Osvaldo Simeone},
title = {Transfer Bayesian Meta-Learning Via Weighted Free Energy Minimization},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596239},
doi = {10.1109/MLSP52302.2021.9596239},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ZhangJS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ZhangVX21,
author = {Boyu Zhang and
Aleksandar Vakanski and
Min Xian},
title = {Bi-Rads-Net: An Explainable Multitask Learning Approach for Cancer
Diagnosis in Breast Ultrasound Images},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596314},
doi = {10.1109/MLSP52302.2021.9596314},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ZhangVX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ZhaoLS21,
author = {Xiaoxue Zhao and
Cuiwei Liu and
Xiangbin Shi},
title = {Early Fusion Graph Convolutional Network for Skeleton-Based Action
Recognition},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596448},
doi = {10.1109/MLSP52302.2021.9596448},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ZhaoLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlsp/2021,
title = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
publisher = {{IEEE}},
year = {2021},
isbn = {978-1-7281-6338-3},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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