CONF-SPML 2021

The 2021 International Conference on Signal Processing and Machine Learning (CONF-SPML 2021) was held online from November 11 to 16, 2021. The accepted papers were published in IEEE CS Conference Publishing Services (CPS) (ISBN: 978-1-6654-1734-1). Prof. Aydogan Ozcan from UCLA, Prof. Tharmalingam Ratnarajah from University of Edinburgh, and Prof. Kim, Hosung from University of Southern California have given keynote speeches on related topics of deep learning, radar, motion synthesis, and retrospective correction. Also, we invited authors of qualified papers to deliver oral presentations at the online conference. 5 authors have presented their studies of action recognition, machine learning, face analysis, algorithm of graphic design, and active equalization topology. Questions from the audience were collected and answered by the presenters. This conference provided the participants with good opportunities to exchange ideas and build networks, and it will lead to further collaborations between both universities and other societies.

Highlights

Title of Speech: Deep Learning-enabled Computational Microscopy and Sensing

Presented by:Prof. Aydogan Ozcan, Electrical Engineering Department & Bioengineering Department & California NanoSystems Institute, University of California, Los Angeles (UCLA)

Title of Speech: Transceiver Design for FD Cellular - MIMO Radar Coexistence

Presented by: Prof. Tharm Ratnarajah, Institute for Digital Communications, University of Edinburgh, UK

Title of Speech: Motion Synthesis and Retrospective Correction for Motion Artifact on Brain MRI

Presented by:Prof. Hosung Kim, University of Southern California

Title of Speech:Airbnb Pricing Based on Statistical Machine Learning Models

Presented by:Ms. Yinyihong Liu, New York University Shanghai

Title of Speech: Automatic Brightness Control for Face Analysis in Near-Infrared Spectrum

Presented by:Mr. Jurica Vugrin, University of Zagreb

Title of Speech: The Layout Generation Algorithm of Graphic Design Based on Transformer-CVAE

Presented by:Mr. Mengxi Guo, Peking University

Publishing Information of CONF-SPML 2021

Title: 2021 International Conference on Signal Processing and Machine Learning (CONF-SPML)
Press: IEEE CS Conference Publishing Services (CPS), United States
ISBN: Electronic ISBN: 978-1-6654-1734-1; Print on Demand (PoD) ISBN: 978-1-6654-1735-8

I visualize a time when we will be to robots what dogs are to humans, and I'm rooting for the machines.

Claude Shannon