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ORCIDIEEE Journal of Selected Topics in Signal Processing, Volume 19
Volume 19, Number 1, January 2025
- Pieter Dewulf
, Michiel Stock, Bernard De Baets:
The Hyperdimensional Transform: A Holographic Representation of Functions. 3-18 - Mohit Prabhushankar, Ghassan AlRegib:
VOICE: Variance of Induced Contrastive Explanations to Quantify Uncertainty in Neural Network Interpretability. 19-31 - Shuqi Liu, Han Wu, Guanzhi Deng, Jianshu Chen, Xiaoyang Wang, Linqi Song:
Towards Improving Interpretability of Language Model Generation Through a Structured Knowledge Discovery Approach. 32-44 - Yunchuan Zhang, Sangwoo Park, Osvaldo Simeone:
Bayesian Optimization With Formal Safety Guarantees via Online Conformal Prediction. 45-59 - Mónica Ribero, Haris Vikalo, Gustavo de Veciana:
Federated Learning at Scale: Addressing Client Intermittency and Resource Constraints. 60-73 - Zhenxiao Yin, Xu Chen, Yang Shen, Xiangdong Su, Dianxun Xiao, Dirk Abel, Hang Zhao:
Plant-Physics-Guided Neural Network Control for Permanent Magnet Synchronous Motors. 74-87 - Jiechen Chen, Sangwoo Park, Osvaldo Simeone:
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers With Reliability Guarantees. 88-102 - Jingge Wang, Liyan Xie, Yao Xie, Shao-Lun Huang, Yang Li:
Generalizing to Unseen Domains With Wasserstein Distributional Robustness Under Limited Source Knowledge. 103-114 - Seong Jin Cho, Gwangsu Kim, Chang D. Yoo:
Hypothesis Perturbation for Active Learning. 115-128 - Trevor Meyer, Camden Shultz, Najim Dehak, Laureano Moro-Velázquez, Pedro P. Irazoqui:
Time Scale Network: An Efficient Shallow Neural Network for Time Series Data in Biomedical Applications. 129-139 - Xiangrong Zhang, Yifan Chen, Guanchun Wang, Yifang Zhang, Licheng Jiao:
EDDA:An Efficient Divide-and-Conquer Domain Adapter for Automatics Modulation Recognition. 140-153 - Xue Wang, Wenhua Qian, Zheng Guan, Jinde Cao, Runzhuo Ma, Chengchao Wang:
A Retinex Decomposition Model-Based Deep Framework for Infrared and Visible Image Fusion. 154-168 - Debarpan Bhattacharya, Amir H. Poorjam, Deepak Mittal, Sriram Ganapathy:
Gradient-Free Post-Hoc Explainability Using Distillation Aided Learnable Approach. 169-180 - Zepeng Zhang, Songtao Lu, Zengfeng Huang, Ziping Zhao:
Graph Neural Networks With Adaptive Structures. 181-194 - Jian Xu, Shuo Wan, Yinchuan Li, Sichun Luo, Zhilin Chen, Yunfeng Shao, Zhitang Chen, Shao-Lun Huang, Linqi Song:
Cooperative Multi-Model Training for Personalized Federated Learning Over Heterogeneous Devices. 195-207 - Navjot Singh, Suhas N. Diggavi:
Representation Transfer Learning via Multiple Pre-Trained Models for Linear Regression. 208-220 - Le Dong, Mengzu Liu, Tengteng Tang, Tao Huang, Jie Lin, Weisheng Dong, Guangming Shi:
Spatial-Spectral Mixing Transformer With Hybrid Image Prior for Multispectral Image Demosaicing. 221-233 - Fei Zhou, Tianhao Gu, Zhicong Huang, Guoping Qiu:
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment. 234-247 - Wenhao Yang, Jianguo Wei, Wenhuan Lu, Lei Li, Xugang Lu:
Robust Channel Learning for Large-Scale Radio Speaker Verification. 248-259 - Maryam Talebi Rostami, Seyed Ahmad Motamedi:
IRAU-Net: Inception Residual Attention U-Net in Adversarial Network for Cardiac MRI Segmentation. 260-272 - Boyue Li, Yuejie Chi:
Convergence and Privacy of Decentralized Nonconvex Optimization With Gradient Clipping and Communication Compression. 273-282 - Yinghao Aaron Li, Cong Han, Nima Mesgarani:
StyleTTS: A Style-Based Generative Model for Natural and Diverse Text-to-Speech Synthesis. 283-296
Volume 19, Number 2, March 2025
- Tsung-Hui Chang, Eduard A. Jorswieck, Erik G. Larsson, Xiao Li, A. Lee Swindlehurst:
Guest Editorial Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems. 298-303 - Yanqing Xu, Erik G. Larsson, Eduard A. Jorswieck, Xiao Li, Shi Jin, Tsung-Hui Chang:
Distributed Signal Processing for Extremely Large-Scale Antenna Array Systems: State-of-the-Art and Future Directions. 304-330 - Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song, Yonina C. Eldar:
Decentralized MIMO Systems With Imperfect CSI Using LMMSE Receivers. 331-348 - Xiaodan Shao, Rui Zhang, Qijun Jiang, Jihong Park, Tony Q. S. Quek, Robert Schober:
Distributed Channel Estimation and Optimization for 6D Movable Antenna: Unveiling Directional Sparsity. 349-365 - Shuaifei Chen, Cheng-Xiang Wang, Junling Li, Chen Huang, Hengtai Chang, Yusong Huang, Jie Huang, Yunfei Chen:
Channel Map-Based Angle Domain Multiple Access for Cell-Free Massive MIMO Communications. 366-380 - Mengzhen Liu, Ming Li, Rang Liu, Qian Liu:
Distributed Distortion-Aware Beamforming Designs for Cell-Free mMIMO Systems. 381-397 - Yunxiang Guo, Dongming Wang, Xinjiang Xia, Ziyang Zhang, Jiamin Li, Pengcheng Zhu, Xiaohu You:
Stochastic Geometry Analysis of Scalable Cell-Free RAN With Dynamic Association and Deployment. 398-411 - Alessio Fascista, Benjamin J. B. Deutschmann, Musa Furkan Keskin, Thomas Wilding, Angelo Coluccia, Klaus Witrisal, Erik Leitinger, Gonzalo Seco-Granados, Henk Wymeersch:
Joint Localization, Synchronization and Mapping via Phase-Coherent Distributed Arrays. 412-429 - Neng Ye, Sirui Miao, Jianxiong Pan, Yiyue Xiang, Shahid Mumtaz:
Dancing With Chains: Spaceborne Distributed Multi-User Detection Under Inter-Satellite Link Constraints. 430-446 - Yuanzhi He, Peng Yang, Yunying Man, Changxu Wang, Chengwu Qi:
Spatial Ultra-Sparse Array Formation on LEO Distributed Satellite Cluster: An Enhanced Hybrid Particle Swarm Method. 447-460 - Shengyu Zhang, Yijie Mao, Zihan Chen, Bruno Clerckx, Tony Q. S. Quek:
Federated Learning-Assisted Predictive Beamforming for Extremely Large-Scale Antenna Array Systems With Rate-Splitting Multiple Access. 461-476
Volume 19, Number 3, April 2025
- Basarbatu Can, Soner Özgün Pelvan, Huseyin Ozkan:
Online Neyman-Pearson Classification With Hierarchically Represented Models. 478-490 - Hansung Choi, Daewon Seo:
Deep Minimax Classifiers for Imbalanced Datasets With a Small Number of Minority Samples. 491-506 - Hanxiao Lu, Zeyu Huang, Ren Wang:
Purification of Contaminated Convolutional Neural Networks via Robust Recovery: An Approach With Theoretical Guarantee in One-Hidden-Layer Case. 507-519 - Baptiste Chatelier, Vincent Corlay, Matthieu Crussière, Luc Le Magoarou:
Model-Based Learning for Multi-Antenna Multi-Frequency Location-to-Channel Mapping. 520-535 - Dahu Wang, Chang Liu:
Sign-Enhanced Semidefinite Programming Algorithm and its Application to Independent Component Analysis. 536-548 - Kevin Arias, Pablo Gomez, Carlos Hinojosa, Juan Carlos Niebles, Henry Arguello:
Protecting Images From Manipulations With Deep Optical Signatures. 549-558 - Manuel Castillo-Cara, Jesus Martínez-Gómez, Javier Ballesteros-Jerez, Ismael García-Varea, Raúl García-Castro, Luis Orozco-Barbosa:
MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning. 559-571 - Reza Mohammadi Asiyabi, Mihai Datcu, Andrei Anghel, Adrian Focsa, Michele Martone, Paola Rizzoli, Ernesto Imbembo:
Complex-Valued Autoencoder-Based Neural Data Compression for SAR Raw Data. 572-582 - Jiashuo He, Yuting Chen, Shanchuan Ying, Shuo Chang, Sai Huang, Zhiyong Feng:
Reliable Automatic Modulation Classification via Grayscale Spectral Quotient Constellation Matrix and Deep Learning Models. 583-594
Volume 19, Number 4, May 2025
- Amir Hussain, Yu Tsao, John H. L. Hansen, Naomi Harte, Shinji Watanabe, Isabel Trancoso, Shixiong Zhang:
Guest Editorial: IEEE JSTSP Special Issue on Deep Multimodal Speech Enhancement and Separation (DEMSES). 596-599 - Jianhui Lv, Wadii Boulila, Shalli Rani, Huamao Jiang:
Enhanced Multimodal Speech Processing for Healthcare Applications: A Deep Fusion Approach. 600-612 - Senthil Murugan Nagarajan, Ganesh Gopal Devarajan, Asha Jerlin M., Daniel Arockiam, Ali Kashif Bashir, Maryam M. Al Dabel:
Deep Multi-Source Visual Fusion With Transformer Model for Video Content Filtering. 613-622 - Xinyuan Qian, Jiaran Gao, Yaodan Zhang, Qiquan Zhang, Hexin Liu, Leibny Paola García-Perera, Haizhou Li:
SAV-SE: Scene-Aware Audio-Visual Speech Enhancement With Selective State Space Model. 623-634 - Xilin Jiang, Cong Han, Yinghao Aaron Li, Nima Mesgarani:
Listen, Chat, and Remix: Text-Guided Soundscape Remixing for Enhanced Auditory Experience. 635-645 - Wenxuan Wu, Xueyuan Chen, Shuai Wang, Jiadong Wang, Lingwei Meng, Xixin Wu, Helen Meng, Haizhou Li:
$C^{2}$AV-TSE: Context and Confidence-Aware Audio Visual Target Speaker Extraction. 646-657 - Qingtian Xu, Jie Zhang, Zhenhua Ling:
Input-Independent Subject-Adaptive Channel Selection for Brain-Assisted Speech Enhancement. 658-670 - Hang Chen, Chen-Yue Zhang, Qing Wang, Jun Du, Sabato Marco Siniscalchi, Shifu Xiong, Genshun Wan:
HPCNet: Hybrid Pixel and Contour Network for Audio-Visual Speech Enhancement With Low-Quality Video. 671-684 - Vahid Ahmadi Kalkhorani, Cheng Yu, Anurag Kumar, Ke Tan, Buye Xu, DeLiang Wang:
AV-CrossNet: An Audiovisual Complex Spectral Mapping Network for Speech Separation by Leveraging Narrow- and Cross-Band Modeling. 685-694
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