IEEE Journal of Selected Topics in Signal Processing

Article	Citations
An Overview of Signal Processing Techniques for Joint Communication and Radar Sensing	345
Media Forensics and DeepFakes: An Overview	324
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing	289
Robust Detection of Image Operator Chain With Two-Stream Convolutional Neural Network	138
An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems	136
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing	124
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	115
Channel Estimation for Intelligent Reflecting Surface Assisted MIMO Systems: A Tensor Modeling Approach	104
Optimization-Inspired Compact Deep Compressive Sensing	96
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection	89
Recurrent Convolutional Structures for Audio Spoof and Video Deepfake Detection	82
Self-Supervised Speech Representation Learning: A Review	82
Nonlinear Transform Coding	81
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks	78
Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems	77
4D Automotive Radar Sensing for Autonomous Vehicles: A Sparsity-Oriented Approach	74
RODNet: A Real-Time Radar Object Detection Network Cross-Supervised by Camera-Radar Fused Object 3D Localization	73
Terahertz-Band Joint Ultra-Massive MIMO Radar-Communications: Model-Based and Model-Free Hybrid Beamforming	72
Automotive Radar Signal Processing: Research Directions and Practical Challenges	68
Private 5G Networks: Concepts, Architectures, and Research Landscape	65
RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth	63
Learning for Video Compression With Recurrent Auto-Encoder and Recurrent Probability Model	62
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	59
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks	58
Distributed Machine Learning for Multiuser Mobile Edge Computing Systems	57

Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	57
Wireless Power Transfer for Future Networks: Signal Processing, Machine Learning, Computing, and Sensing	56
Dual-Functional Radar-Communication Waveform Design: A Symbol-Level Precoding Approach	53
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	52
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms	52
FRaC: FMCW-Based Joint Radar-Communications System Via Index Modulation	51
Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis	50
J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction	50
Adaptive Deep Learning-Based Point Cloud Geometry Coding	50
Joint Multi-User Communication and Sensing Exploiting Both Signal and Environment Sparsity	50
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning	48
Distributed Few-Shot Learning for Intelligent Recognition of Communication Jamming	47
Rate-Splitting Multiple Access for Multi-Antenna Joint Radar and Communications	46
Multimodal MR Image Synthesis Using Gradient Prior and Adversarial Learning	45
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	44
GAN-Generated Image Detection With Self-Attention Mechanism Against GAN Generator Defect	42
Universal Deep Neural Network Compression	42
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning	42
Tensor Decompositions in Wireless Communications and MIMO Radar	41
Online Edge Learning Offloading and Resource Management for UAV-Assisted MEC Secure Communications	41
Adaptive and Fast Combined Waveform-Beamforming Design for MMWave Automotive Joint Communication-Radar	41
Multi-Channel Back-Projection Algorithm for mmWave Automotive MIMO SAR Imaging With Doppler-Division Multiplexing	40
Decentralized Federated Learning With Unreliable Communications	40
Cardiac MRI Segmentation With a Dilated CNN Incorporating Domain-Specific Constraints	39
FRNet: Feature Reconstruction Network for RGB-D Indoor Scene Parsing	39
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling	39
CIMFNet: Cross-Layer Interaction and Multiscale Fusion Network for Semantic Segmentation of High-Resolution Remote Sensing Images	39
STAR-RISs: A Correlated T&R Phase-Shift Model and Practical Phase-Shift Configuration Strategies	38
LSTM-DNN Based Autoencoder Network for Nonlinear Hyperspectral Image Unmixing	37
Dual Dynamic Inference: Enabling More Efficient, Adaptive, and Controllable Deep Inference	37
Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications	36
A Novel Transmission Policy for Intelligent Reflecting Surface Assisted Wireless Powered Sensor Networks	36
Hybrid Beamforming Design for OFDM Dual-Function Radar-Communication System	36
BB-UNet: U-Net With Bounding Box Prior	35
Exposing Fake Images With Forensic Similarity Graphs	35
A Light-Weight Replay Detection Framework For Voice Controlled IoT Devices	34
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation	34
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning	34
A Novel NOMA Solution With RIS Partitioning	33
Accurate and Lightweight Image Super-Resolution With Model-Guided Deep Unfolding Network	33
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion With Inter-Image Variability	33
Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms	32
MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering	31
Tensor Low-Rank Constraint and $l_0$ Total Variation for Hyperspectral Image Mixed Noise Removal	30
SIMBA: Scalable Inversion in Optical Tomography Using Deep Denoising Priors	29
GACELA: A Generative Adversarial Context Encoder for Long Audio Inpainting of Music	29
Resource-Efficient Deep Neural Networks for Automotive Radar Interference Mitigation	28
RIS-Enabled SISO Localization Under User Mobility and Spatial-Wideband Effects	28
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough	27
StatNet: Statistical Image Restoration for Low-Dose CT using Deep Learning	26

Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT	26
RaDICaL: A Synchronized FMCW Radar, Depth, IMU and RGB Camera Data Dataset With Low-Level FMCW Radar Signals	26
Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar	25
Self-Interference-Resistant IEEE 802.11ad-Based Joint Communication and Automotive Radar Design	25
Gridless Channel Estimation for Hybrid mmWave MIMO Systems via Tensor-ESPRIT Algorithms in DFT Beamspace	24
Joint Communication and Localization in Millimeter Wave Networks	24
Discriminative Layer Pruning for Convolutional Neural Networks	23
Unsupervised Training of Denoisers for Low-Dose CT Reconstruction Without Full-Dose Ground Truth	22
Face Anti-Spoofing With Deep Neural Network Distillation	20
A Domain Enriched Deep Learning Approach to Classify Atherosclerosis Using Intravascular Ultrasound Imaging	20
Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training	20
Beamforming and Transmit Power Design for Intelligent Reconfigurable Surface-Aided Secure Spatial Modulation	20
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization	20
UAVs Assisted Intelligent Reflecting Surfaces SWIPT System With Statistical CSI	20
Localization and Channel Reconstruction for Extra Large RIS-Assisted Massive MIMO Systems	19
Learning Robust Graph-Convolutional Representations for Point Cloud Denoising	19
Deep Griffin–Lim Iteration: Trainable Iterative Phase Reconstruction Using Neural Network	19
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems	19
Exploring Overcomplete Representations for Single Image Deraining Using CNNs	19
Learning-Based Extended Object Tracking Using Hierarchical Truncation Measurement Model With Automotive Radar	19
Throughput Maximization for IRS-Aided MIMO FD-WPCN With Non-Linear EH Model	19
Acceleration of Deep Convolutional Neural Networks Using Adaptive Filter Pruning	18
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification	18
Structured Pruning for Efficient Convolutional Neural Networks via Incremental Regularization	17
Unsupervised Mitochondria Segmentation in EM Images via Domain Adaptive Multi-Task Learning	17
PoPS: Policy Pruning and Shrinking for Deep Reinforcement Learning	17
Degradation Aware Approach to Image Restoration Using Knowledge Distillation	17
Intra-Frame Coding Using a Conditional Autoencoder	17
Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network	17
FMCW Radar Network: Multiple Access and Interference Mitigation	17
A Survey and an Extensive Evaluation of Popular Audio Declipping Methods	17
Joint Doppler Frequency and Direction of Arrival Estimation for TDM MIMO Automotive Radars	17
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms	16
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming	16
Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks	16
PET Image Reconstruction Using a Cascading Back-Projection Neural Network	16
JDNet: A Joint-Learning Distilled Network for Mobile Visual Food Recognition	16
Predicting the Epidemics Trend of COVID-19 Using Epidemiological-Based Generative Adversarial Networks	16
Improving Automatic Speech Recognition Performance for Low-Resource Languages With Self-Supervised Models	16
Toward Ambient Intelligence: Federated Edge Learning With Task-Oriented Sensing, Computation, and Communication Integration	16
Learning to Segment Brain Anatomy From 2D Ultrasound With Less Data	16
Efficient Video Integrity Analysis Through Container Characterization	16
RemixIT: Continual Self-Training of Speech Enhancement Models via Bootstrapped Remixing	15
Tensor-Based Receiver for Joint Channel, Data, and Phase-Noise Estimation in MIMO-OFDM Systems	15
Automated Design of Neural Network Architectures With Reinforcement Learning for Detection of Global Manipulations	15
Multi-Scale Image Super-Resolution Via a Single Extendable Deep Network	15
Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding	15
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems	15
Safeguarding NOMA Networks via Reconfigurable Dual-Functional Surface Under Imperfect CSI	15
Uncertainty-Aware Semantic Guidance and Estimation for Image Inpainting	15
Designing Tensor-Train Deep Neural Networks For Time-Varying MIMO Channel Estimation	14
Towards Overfitting Avoidance: Tuning-Free Tensor-Aided Multi-User Channel Estimation for 3D Massive MIMO Communications	14
Discovering Image Manipulation History by Pairwise Relation and Forensics Tools	14
Distributed Learning for Wireless Communications: Methods, Applications and Challenges	14
Tiny-BDN: An Efficient and Compact Barcode Detection Network	14
Energy-Efficient Joint Wireless Charging and Computation Offloading in MEC Systems	13
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications	13
Dynamic L1-Norm Tucker Tensor Decomposition	13
High-Throughput Deep Unfolding Network for Compressive Sensing MRI	13
Offset Learning Based Channel Estimation for Intelligent Reflecting Surface-Assisted Indoor Communication	13
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids	13
Block-Term Tensor Decomposition: Model Selection and Computation	13
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference	13
Generalized Superimposed Training Scheme in IRS-Assisted Cell-Free Massive MIMO Systems	13
Deep-Learning Supervised Snapshot Compressive Imaging Enabled by an End-to-End Adaptive Neural Network	12
Fast Position-Aided MIMO Beam Training via Noisy Tensor Completion	12
Enhanced Deep-Learning-Based Magnetic Resonance Image Reconstruction by Leveraging Prior Subject-Specific Brain Imaging: Proof-of-Concept Using a Cohort of Presumed Normal Subjects	12
Tensor Dropout for Robust Learning	12
Joint Beamforming and Power Splitting for Wideband Millimeter Wave SWIPT Systems	12
Cognitive Opportunistic Navigation in Private Networks With 5G Signals and Beyond	11
Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery	11
Collaborative Intelligent Reflecting Surface Networks With Multi-Agent Reinforcement Learning	11
Wi-ATCN: Attentional Temporal Convolutional Network for Human Action Prediction Using WiFi Channel State Information	11
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings	11
Statistical Delay and Error-Rate Bounded QoS Provisioning for SWIPT Over CF M-MIMO 6G Mobile Wireless Networks Using FBC	10
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems	10
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System	10
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR	10
Attentive Deep Image Quality Assessment for Omnidirectional Stitching	10
Towards Homogeneous Modality Learning and Multi-Granularity Information Exploration for Visible-Infrared Person Re-Identification	10

Generative AI-Empowered Simulation for Autonomous Driving in Vehicular Mixed Reality Metaverses	9
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-Level Cross-Lingual Speech Representation	9
Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps	9
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction	9
milliTRACE-IR: Contact Tracing and Temperature Screening via mmWave and Infrared Sensing	9
Deep Convolutional Neural Network Compression via Coupled Tensor Decomposition	9
Adaptive Rank Selection for Tensor Ring Decomposition	9
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks	9
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI	9
Symmetric $k$-Means for Deep Neural Network Compression and Hardware Acceleration on FPGAs	9
An Overview of Advances in Signal Processing Techniques for Classical and Quantum Wideband Synthetic Apertures	9
Computationally Efficient Spatio-Temporal Dynamic Texture Recognition for Volatile Organic Compound (VOC) Leakage Detection in Industrial Plants	9
A Multi-Channel Ratio-of-Ratios Method for Noncontact Hand Video Based SpO$_2$ Monitoring Using Smartphone Cameras	9
A Deep Primal-Dual Proximal Network for Image Restoration	9
Deep Energy: Task Driven Training of Deep Neural Networks	9
Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be?	9
User-Centric Online Gossip Training for Autoencoder-Based CSI Feedback	9
Refined Nonlinear Rectenna Modeling and Optimal Waveform Design for Multi-User Multi-Antenna Wireless Power Transfer	8
Learning Based User Scheduling in Reconfigurable Intelligent Surface Assisted Multiuser Downlink	8
Efficient Personalized Speech Enhancement Through Self-Supervised Learning	8
Fresh, Fair and Energy-Efficient Content Provision in a Private and Cache-Enabled UAV Network	8
Are Discrete Units Necessary for Spoken Language Modeling?	8
Bayesian Automatic Model Compression	8
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things	8
Loss-Privacy Tradeoff in Federated Edge Learning	8
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels	8
Color Image Restoration Exploiting Inter-Channel Correlation With a 3-Stage CNN	8
Dictionary Learning for Sparse Audio Inpainting	8
Tensor-Based Reinforcement Learning for Network Routing	8
Communication-Efficient and Model-Heterogeneous Personalized Federated Learning via Clustered Knowledge Transfer	8
Multi-Level Memory Compensation Network for Rain Removal via Divide-and-Conquer Strategy	8
Combining Tensor Slice and Singular Value for Blind Light Field Image Quality Assessment	8
Distributed Learning for MIMO Relay Networks	7
Cognitive Antenna Selection for Automotive Radar Using Bobrovsky-Zakai Bound	7
Sparse Analysis Model Based Dictionary Learning for Signal Declipping	7
LeanConvNets: Low-Cost Yet Effective Convolutional Neural Networks	7
Efficient Self-Supervised Learning Representations for Spoken Language Identification	7
Krylov-Levenberg-Marquardt Algorithm for Structured Tucker Tensor Decompositions	7
Tensor Recovery via $*_L$-Spectral $k$-Support Norm	7
Hybrid RIS and DMA Assisted Multiuser MIMO Uplink Transmission With Electromagnetic Exposure Constraints	7
C3-DINO: Joint Contrastive and Non-Contrastive Self-Supervised Learning for Speaker Verification	7
Communication-Efficient Federated Learning via Predictive Coding	7
Automotive Squint-Forward-Looking SAR: High Resolution and Early Warning	7
Iteratively Training Look-Up Tables for Network Quantization	7
A Multi-Scale Feature Recalibration Network for End-to-End Single Channel Speech Enhancement	7
A 1.15-TOPS 6.57-TOPS/W Neural Network Processor for Multi-Scale Object Detection With Reduced Convolutional Operations	7
L-Mix: A Latent-Level Instance Mixup Regularization for Robust Self-Supervised Speaker Representation Learning	6
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech	6
Differential Chaos Shift Keying-Based Wireless Power Transfer With Nonlinearities	6
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints	6
Sensing User's Channel and Location With Terahertz Extra-Large Reconfigurable Intelligent Surface Under Hybrid-Field Beam Squint Effect	6
Adaptive Constrained Independent Vector Analysis: An Effective Solution for Analysis of Large-Scale Medical Imaging Data	6
Joint Beam Training and Data Transmission Control for mmWave Delay-Sensitive Communications: A Parallel Reinforcement Learning Approach	6
A Deep Joint Network for Multispectral Demosaicking Based on Pseudo-Panchromatic Images	6
Fusion of Inverse Synthetic Aperture Radar and Camera Images for Automotive Target Tracking	6
D$^\text{2}$UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion	6
Sparse Bayesian Learning Based Tensor Dictionary Learning and Signal Recovery With Application to MIMO Channel Estimation	6
Massive Wireless Energy Transfer With Statistical CSI Beamforming	6
FLD-SRC: Fingerprint Liveness Detection for AFIS Based on Spatial Ridges Continuity	5
Super-Resolution in Automotive Pulse Radars	5
LTT-GAN: Looking Through Turbulence by Inverting GANs	5
Self-Supervised Language Learning From Raw Audio: Lessons From the Zero Resource Speech Challenge	5
Fast Search of the Optimal Contraction Sequence in Tensor Networks	5
Power Loss Suppression for Time-Modulated Arrays in Radar-Communication Integration	5
IGNFusion: An Unsupervised Information Gate Network for Multimodal Medical Image Fusion	5
Investigation of Japanese PnG BERT Language Model in Text-to-Speech Synthesis for Pitch Accent Language	5
Autoregressive Predictive Coding: A Comprehensive Study	5
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations	5
Application of Tensor Decomposition to Gene Expression of Infection of Mouse Hepatitis Virus Can Identify Critical Human Genes and Efffective Drugs for SARS-CoV-2 Infection	5
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks	5
Distributed Learning With Sparsified Gradient Differences	5
A Depth Map Post-Processing Framework for 3D-TV Systems based on Compression Artifact Analysis	5
Learning Progressive Distributed Compression Strategies From Local Channel State Information	5
Decentralized DNN Task Partitioning and Offloading Control in MEC Systems With Energy Harvesting Devices	5
Joint Spatial-Spectral Pattern Optimization and Hyperspectral Image Reconstruction	5
Quantum-Enhanced Transmittance Sensing	5
Rate-Energy Balanced Precoding Design for SWIPT Based Two-Way Relay Systems	5
A Comparative Study of Self-Supervised Speech Representation Based Voice Conversion	5
Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave	4
Impact of Synaptic Strength on Propagation of Asynchronous Spikes in Biologically Realistic Feed-Forward Neural Network	4
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing	4
Quantum-Inspired Multi-Parameter Adaptive Bayesian Estimation for Sensing and Imaging	4
Joint Optimization for Traffic-Offloading and Resource-Allocation Over RF-Powered Backscatter Mobile Wireless Networks	4
Inexact Generalized Gauss–Newton for Scaling the Canonical Polyadic Decomposition With Non-Least-Squares Cost Functions	4
Pretext Tasks Selection for Multitask Self-Supervised Audio Representation Learning	4
Qualitative HD Image and Video Recovery via High-Order Tensor Augmentation and Completion	4
AdaNS: Adaptive Non-Uniform Sampling for Automated Design of Compact DNNs	4
Distributed Data Offloading in Ultra-Dense LEO Satellite Networks: A Stackelberg Mean-Field Game Approach	4
Accelerating Convolutional Neural Network via Structured Gaussian Scale Mixture Models: A Joint Grouping and Pruning Approach	4
Emergency Semantic Feature Vector Extraction From WiFi Signals for In-Home Monitoring of Elderly	4
Keyword Localisation in Untranscribed Speech Using Visually Grounded Speech Models	4
Data-Driven Adaptive Network Slicing for Multi-Tenant Networks	4
Circulant Binary Convolutional Networks for Object Recognition	4
Learning to Detect Open Carry and Concealed Object With 77 GHz Radar	4
Semi-Supervised Landmark-Guided Restoration of Atmospheric Turbulent Images	4