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IEEE 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

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