| 2021 | Multi-Stage Gaussian Noise Reduction with Recurrent Neural Networks. | Aditya Ranganath, Omar DeGuchy, Mukesh Singhal, Roummel F. Marcia |
| 2021 | Low-cost, High-speed Parallel FIR Filters for RFSoC Front-Ends Enabled by CλaSH. | Craig R. Ramsay, Louise H. Crockett, Robert W. Stewart |
| 2021 | Resource-Efficient Active Compressive Sensing Using Analog Beamforming and Sparse Arrays. | Robin Rajamki, Piya Pal, Visa Koivunen |
| 2021 | Non-Local Feature Aggregation on Graphs via Latent Fixed Data Structures. | Mostafa Rahmani, Rasoul Shafipour, Ping Li |
| 2021 | End-to-End Learning for Musical Instruments Classification. | Renato de Castro Rabelo Profeta, Gerald Schuller |
| 2021 | Transmit Precoding for Dual-Function Radar-Communication Systems. | Jacob Pritzker, James Ward, Yonina C. Eldar |
| 2021 | On the Application of Modulo-ADCs for Compressed Sensing. | Dheeraj Prasanna, Chandra R. Murthy, Chandrasekhar Sriram |
| 2021 | Jamming Pattern Recognition over Multi-Channel Networks: A Deep Learning Approach. | Ali Pourranjbar, Georges Kaddoum, Walid Saad |
| 2021 | On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation. | Konstantinos D. Polyzos, Qin Lu, Alireza Sadeghi, Georgios B. Giannakis |
| 2021 | Online Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet Features. | Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis |
| 2021 | Non-Convex Recovery from Phaseless Low-Resolution Blind Deconvolution Measurements using Noisy Masked Patterns. | Samuel Pinilla, Kumar Vijay Mishra, Brian M. Sadler |
| 2021 | Deep Learning Based OFDM Physical-Layer Receiver for Extreme Mobility. | Jaakko Pihlajasalo, Dani Korpi, Mikko Honkala, Janne M. J. Huttunen, Taneli Riihonen, Jukka Talvitie, Mikko A. Uusitalo, Mikko Valkama |
| 2021 | A Hybrid Scattering Transform for Signals with Isolated Singularities. | Michael Perlmutter, Jieqian He, Mark A. Iwen, Matthew J. Hirn |
| 2021 | Eigenvector-based spatial ECG filtering improves QT delineation in stress test recordings. | Cristina Prez, Alba Martn-Yebra, Jari Viik, Juan Pablo Martnez, Esther Pueyo, Pablo Laguna |
| 2021 | Machine Learning-Based Direction-of-Arrival Estimation Exploiting Distributed Sparse Arrays. | Saidur R. Pavel, Md. Waqeeb T. S. Chowdhury, Yimin D. Zhang, Dan Shen, Genshe Chen |
| 2021 | Optimal Channel-aware Bayesian Estimation with 1-bit Quantization. | Santosh Paudel, Hao Chen |
| 2021 | Collaborative Beamforming for Agents with Localization Errors. | Erfaun Noorani, Yagiz Savas, Alec Koppel, John S. Baras, Ufuk Topcu, Brian M. Sadler |
| 2021 | Age of Information in Prioritized Random Access. | Khac-Hoang Ngo, Giuseppe Durisi, Alexandre Graell i Amat |
| 2021 | Bayesian CRLB for Blind Indoor Localization with Imperfect Receiver Synchronization. | Daniel Neunteufel, Stefan Grebien, Holger Arthaber |
| 2021 | Best Arm Identification under Additive Transfer Bandits. | Ojash Neopane, Aaditya Ramdas, Aarti Singh |
| 2021 | Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices. | Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt |
| 2021 | Online Graph Learning From Time-Varying Structural Equation Models. | Alberto Natali, Elvin Isufi, Mario Coutino, Geert Leus |
| 2021 | Tracking the dynamics of perisaccadic visual signals with magnetoencephalography. | Konstantinos Nasiotis, Sujaya Neupane, Shahab Bakhtiari, Sylvain Baillet, Christopher C. Pack |
| 2021 | Joint 3D Placement and Interference Management for Drone Small Cells. | Nima Namvar, Fatemeh Afghah |
| 2021 | Vestigial Sideband OFDM for Adjacent Channel Coexistence of Wireless Networks with Radio Astronomy. | Santosh V. Nagaraj, Fredric J. Harris |