Table of Contents

• Online DOA Estimation for Noninteger Linear Antenna Arrays in Coarray DomainYitian Chen, Hamed Nosrati, Elias Aboutanios. 1-6 [doi]
• Self-Attention for Audio Super-ResolutionNathanaël Carraz Rakotonirina. 1-6 [doi]
• Hyphylearn: A Domain Adaptation-Inspired Approach to Classification Using Limited Number of Training SamplesAlireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam. 1-6 [doi]
• Caesynth: Real-Time Timbre Interpolation and Pitch Control with Conditional AutoencodersAaron Valero Puche, Sukhan Lee. 1-6 [doi]
• Graph-Based Transform Based on Neural Networks for Intra-Prediction of Imaging DataDebaleena Roy, Tanaya Guha, Victor Sanchez. 1-6 [doi]
• Content-Based Recommendation Using Machine LearningYifan Tai, Zhenyu Sun, Zixuan Yao. 1-4 [doi]
• Learning Parametric Time-Vertex Graph Processes from Incomplete RealizationsEylem Tugçe Güneyi, Abdullah Canbolat, Elif Vural. 1-6 [doi]
• Hierarchical Graph Neural Nets can Capture Long-Range InteractionsLadislav Rampásek, Guy Wolf. 1-6 [doi]
• GRAD-CAM Guided Channel-Spatial Attention Module for Fine-Grained Visual ClassificationShuai Xu, Dongliang Chang, Jiyang Xie 0001, Zhanyu Ma. 1-6 [doi]
• Affinity Mixup for Weakly Supervised Sound Event DetectionMohammad Rasool Izadi, Robert Stevenson, Laura N. Kloepper. 1-6 [doi]
• Random Feature Approximation for Online Nonlinear Graph Topology IdentificationRohan Money, Joshin Krishnan, Baltasar Beferull-Lozano. 1-6 [doi]
• Introducing K-Anonymity Principles to Adversarial Attacks for Privacy Protection in Image Classification ProblemsVasileios Mygdalis, Anastasios Tefas, Ioannis Pitas. 1-6 [doi]
• Dynamic Graph Convolutional Network: A Topology Optimization PerspectiveBowen Deng, Aimin Jiang. 1-6 [doi]
• Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Space ExplorationHassaan Hashmi, Dionysios S. Kalogerias. 1-6 [doi]
• Preferential Batch Bayesian OptimizationEero Siivola, Akash Kumar Dhaka, Michael Riis Andersen, Javier González, Pablo Garcia-Moreno, Aki Vehtari. 1-6 [doi]
• A Coarse-to-Fine Object Detection Framework for High-Resolution Images with Sparse ObjectsJinyan Liu, Longbin Yan, Jie Chen. 1-6 [doi]
• Scalable Community Detection in the Degree-Corrected Stochastic Block ModelYicong He, Andre Beckus, George K. Atia. 1-6 [doi]
• Lightweight Forest Fire Detection Based on Deep LearningRuixian Fan, Mingtao Pei. 1-6 [doi]
• Distributed Dictionary Learning Over Heterogeneous Clients Using Local Adaptive DictionariesYou-De Huang, Y.-W. Peter Hong. 1-6 [doi]
• Deep Variational Generative Models for Audio-Visual Speech SeparationViet-Nhat Nguyen, Mostafa Sadeghi, Elisa Ricci 0001, Xavier Alameda-Pineda. 1-6 [doi]
• Multimodal Graph Coarsening for Interpretable, MRI-Based Brain Graph Neural NetworkIsaac Sebenius, Alexander Campbell, Sarah E. Morgan, Edward T. Bullmore, Pietro Liò. 1-6 [doi]
• Robustness-Aware Filter Pruning for Robust Neural Networks Against Adversarial AttacksHyuntak Lim, Si-Dong Roh, Sangki Park, Ki-Seok Chung. 1-6 [doi]
• Improving Deep Reinforcement Learning for Financial Trading Using Deep Adaptive Group-Based NormalizationAngelos Nalmpantis, Nikolaos Passalis, Avraam Tsantekidis, Anastasios Tefas. 1-6 [doi]
• Few-Shot Learning Via Dependency Maximization and Instance Discriminant AnalysisZejiang Hou, Sun-Yuan Kung. 1-6 [doi]
• A Deep Q-Network Based Approach for Online Bayesian Change Point DetectionXiaochuan Ma, Lifeng Lai, Shuguang Cui. 1-6 [doi]
• Ambiguity-Free and Efficient Sparse Phase Retrieval from Affine Measurements Under Outlier CorruptionMing-Hsun Yang, Y.-W. Peter Hong, Jwo-Yuh Wu. 1-6 [doi]
• A Hybrid Model Integrating LSTM and Garch for Bitcoin Price PredictionZidi Gao, Yiwen He, Ercan Engin Kuruoglu. 1-6 [doi]
• A Constrained Linearly Involved Generalized Moreau Enhanced Model and Its Proximal Splitting AlgorithmWataru Yata, Masao Yamagishi, Isao Yamada. 1-6 [doi]
• Adversarial Perturbation Attacks on Nested Dichotomies Classification SystemsIsmail R. Alkhouri, Alvaro Velasquez, George K. Atia. 1-6 [doi]
• Zero-Shot Motion Pattern Recognition from 4D Point-CloudsDariush Salami, Stephan Sigg. 1-6 [doi]
• Detecting Network State in the Presence of Varying Levels of CongestionRuairí de Fréin, Obinna Izima, Ali Malik. 1-6 [doi]
• Adaptive Normalized LMP Estimation for Graph Signal ProcessingYi Yan, Radwa Adel, Ercan E. Kuruoglu. 1-6 [doi]
• Learning-Based UE Classification in Millimeter-Wave Cellular Systems with MobilityDino Pjanic, Alexandros Sopasakis, Harsh Tataria, Fredrik Tufvesson, Andres Reial. 1-6 [doi]
• Tracking of Quantized Signals Based on Online Kernel RegressionEmilio Ruiz Moreno, Baltasar Beferull-Lozano. 1-6 [doi]
• Multimodal Data Visualization and Denoising with Integrated DiffusionManik Kuchroo, Abhinav Godavarthi, Alexander Tong 0001, Guy Wolf, Smita Krishnaswamy. 1-6 [doi]
• MLP Singer: Towards Rapid Parallel Korean Singing Voice SynthesisJaesung Tae, Hyeongju Kim, Younggun Lee. 1-6 [doi]
• Toward Minimal-Sufficiency in Regression Tasks: An Approach Based on a Variational Estimation BottleneckZhaoyan Lyu, Gholamali Aminian, Miguel R. D. Rodrigues. 1-6 [doi]
• Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image AnalysisAleksandar Vakanski, Min Xian. 1-6 [doi]
• A Neural Beamforming Network for B-Format 3D Speech Enhancement and RecognitionXinlei Ren, LianWu Chen, Xiguang Zheng, Chenglin Xu, Xu Zhang, Chen Zhang, Liang Guo, Bing Yu. 1-6 [doi]
• About the Equivalence Between Complex-Valued and Real-Valued Fully Connected Neural Networks - Application to Polinsar ImagesJose Agustin Barrachina, Chenfang Ren, Gilles Vieillard, Christèle Morisseau, Jean Philippe Ovarlez. 1-6 [doi]
• Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial ClassificationMichela Carlotta Massi, Francesca Ieva. 1-6 [doi]
• Recognizing Activities from Egocentric Images with Appearance and Motion FeaturesYanhua Chen, Mingtao Pei, Zhengang Nie. 1-6 [doi]
• Two-Way Spectrum Pursuit for CUR Decomposition and its Application in Joint Column/Row Subset SelectionAshkan Esmaeili, Mohsen Joneidi, Mehrdad Salimitari, Umar Khalid, Nazanin Rahnavard. 1-6 [doi]
• Bayesradar : Bayesian Metric-Kalman Filter Learning for Improved and Reliable Radar Target ClassificationAnand Dubey, Avik Santra, Jonas Fuchs, Maximilian Lübke, Robert Weigel, Fabian Lurz. 1-6 [doi]
• Small Moving Target MOT Tracking with GM-PHD Filter and Attention-Based CNNCamilo Aguilar, Mathias Ortner, Josiane Zerubia. 1-6 [doi]
• Compression of DNNs Using Magnitude Pruning and Nonlinear Information Bottleneck TrainingMorten Østergaard Nielsen, Jan Østergaard, Jesper Jensen 0001, Zheng-Hua Tan. 1-6 [doi]
• Distributed Variational Information Bottleneck for IOT EnvironmentsZahir Alsulaimawi, Huaping Liu. 1-6 [doi]
• Self-Trained Video Anomaly Detection Based on Teacher-Student ModelXusheng Wang, Mingtao Pei, Zhengang Nie. 1-6 [doi]
• SiamNet: Siamese CNN Based Similarity Model for Adversarially Generated Environmental SoundsAswathy Madhu, Suresh Kumaraswamy. 1-6 [doi]
• Detection of Insects in Class-Imbalanced Lidar Field MeasurementsTrevor C. Vannoy, Trey P. Scofield, Joseph A. Shaw, Riley D. Logan, Bradley M. Whitaker, Elizabeth M. Rehbein. 1-6 [doi]
• Optimized Spatial Matching for Visual Object TrackingFuxiang Wang, Qing Mei, Xuhui Liu, Yao Xiao. 1-6 [doi]
• Singing Fundamental Frequency Contour Generation Using Generalized Command-Response Model and Score-Conditional Variational AutoencoderShogo Seki, Haruka Taga, Tomoki Toda. 1-3 [doi]
• Early Fusion Graph Convolutional Network for Skeleton-Based Action RecognitionXiaoxue Zhao, Cuiwei Liu, Xiangbin Shi. 1-6 [doi]
• Adversarial Attacks on Multi-Level Fault Detection and Diagnosis SystemsAkram S. Awad, Ismail R. Alkhouri, George K. Atia. 1-6 [doi]
• Differentially Private Variable Selection via the Knockoff FilterMehrdad Pournaderi, Yu Xiang. 1-6 [doi]
• Gaussian Approximations of SDES in Metropolis-Adjusted Langevin AlgorithmsSimo Särkkä, Christos Merkatas, Toni Karvonen. 1-6 [doi]
• An Empirical Comparison of Joint-Training and Pre-Training for Domain-Agnostic Semi-Supervised Learning Via Energy-Based ModelsYunfu Song, Huahuan Zheng, Zhijian Ou. 1-6 [doi]
• Deep Low-Dimensional Spectral Image Representation for Compressive Spectral ReconstructionBrayan Monroy, Jorge Bacca, Henry Arguello. 1-6 [doi]
• Detecting Cover Songs with Pitch Class Key-Invariant NetworksKen O'Hanlon, Emmanouil Benetos, Simon Dixon. 1-6 [doi]
• An Improved Diracnet Convolutional Neural Network for Haze Visibility DetectionMu Xiyu, Xu Qi, Zhang Qiang, Ren Junch, Wang Hongbin, Zhou Linyi. 1-5 [doi]
• Beyond the Bias Variance Trade-Off: A Mutual Information Trade-Off in Deep LearningXinjie Lan, Bin Zhu, Charles Boncelet, Kenneth E. Barner. 1-6 [doi]
• Estimating Partially Observed Graph Signals by Learning Spectrally Concentrated Graph KernelsGülce Turhan, Elif Vural. 1-6 [doi]
• A General Parametrization Framework for Pairwise Markov Models: An Application to Unsupervised Image SegmentationHugo Gangloff, Katherine Morales, Yohan Petetin. 1-6 [doi]
• L3DAS21 Challenge: Machine Learning for 3D Audio Signal ProcessingEric Guizzo, Riccardo F. Gramaccioni, Saeid Jamili, Christian Marinoni, Edoardo Massaro, Claudia Medaglia, Giuseppe Nachira, Leonardo Nucciarelli, Ludovica Paglialunga, Marco Pennese, Sveva Pepe, Enrico Rocchi, Aurelio Uncini, Danilo Comminiello. 1-6 [doi]
• Uncertain Bayesian Networks: Learning from Incomplete DataConrad D. Hougen, Lance M. Kaplan, Federico Cerutti, Alfred O. Hero III. 1-6 [doi]
• A Unified PAC-Bayesian Framework for Machine Unlearning via Information Risk MinimizationSharu Theresa Jose, Osvaldo Simeone. 1-6 [doi]
• Fast Subspace Clustering Algorithm with Efficient Similarity-Constrained Sampling for Hyperspectral ImagesJhon Lopez, Carlos Hinojosa, Henry Arguello. 1-6 [doi]
• Specrank: Ranking by Pairwise Comparisons from Specialty Workers in a Crowdsourced SettingY.-W. Peter Hong, Wen-Yang Chen, Hao-Tang Chang. 1-6 [doi]
• Explainable Deep Learning Detection of Gaussian Propeller Noise with Unknown Signal-to-Noise RatioMahiout Thomas, Fillatre Lionel, Deruaz-Pepin Laurent. 1-6 [doi]
• Transfer Bayesian Meta-Learning Via Weighted Free Energy MinimizationYunchuan Zhang, Sharu Theresa Jose, Osvaldo Simeone. 1-6 [doi]
• Conditional Sound Generation Using Neural Discrete Time-Frequency Representation LearningXubo Liu, Turab Iqbal, Jinzheng Zhao, Qiushi Huang, Mark D. Plumbley, Wenwu Wang. 1-6 [doi]
• Object Detection in SAR Via Generative Knowledge TransferXin Lou, Han Wang. 1-6 [doi]
• Model Selection of Kernel Ridge Regression for ExtrapolationAkira Tanaka, Masanari Nakamura, Hideyuki Imai. 1-6 [doi]
• A Copula-Driven Unsupervised Learning Framework for Anomaly Detection with Multivariate Heterogeneous DataSwaroop Damodaran, Ram Padmanabhan, R. Maahin, Sanjeev Gurugopinath. 1-6 [doi]
• Data-Driven Learning of Geometric Scattering Modules for GNNsAlexander Tong 0001, Frederick Wenkel, Kincaid MacDonald, Smita Krishnaswamy, Guy Wolf. 1-6 [doi]
• Joint Optimization of System Design and Reconstruction in MIMO Radar ImagingTomer Weiss 0002, Nissim Peretz, Sanketh Vedula, Arie Feuer, Alexander M. Bronstein. 1-6 [doi]
• Opinion Recommendation Using Coverage for Adaptive PredictionEmmanouil Gionanidis, Constantine Kotropoulos, Myrsini Ntemi. 1-6 [doi]
• Privacy Assessment of Federated Learning Using Private Personalized LayersThéo Jourdan, Antoine Boutet, Carole Frindel. 1-6 [doi]
• Convolutional Dense Neural Network Based Spirometry Variable FVC Prediction Using Sustained PhonationsShivani Yadav, Dipanjan Gope, Uma Maheswari Krishnaswamy, Prasanta Kumar Ghosh. 1-6 [doi]
• Disentangled Speech Representation Learning Based on Factorized Hierarchical Variational Autoencoder with Self-Supervised ObjectiveYuying Xie, Thomas Arildsen, Zheng-Hua Tan. 1-6 [doi]
• Not All Noise is Accounted Equally: How Differentially Private Learning Benefits from Large Sampling RatesFriedrich Dörmann, Osvald Frisk, Lars Nørvang Andersen, Christian Fischer Pedersen. 1-6 [doi]
• Bayesian Two-Stage Sequential Change Diagnosis Via Multi-Sensor ArrayXiaochuan Ma, Lifeng Lai, Shuguang Cui. 1-6 [doi]
• FBR-CNN: A Feedback Recurrent Network for Video Saliency DetectionGuanqun Ding, Nevrez Imamoglu, Ali Caglayan, Masahiro Murakawa, Ryosuke Nakamura. 1-6 [doi]
• A Weighted Loss Function to Predict Control Parameters for Supercontinuum Generation Via Neural NetworksDiego Stucchi, Andrea Corsini, Goëry Genty, Giacomo Boracchi, Alessandro Foi. 1-6 [doi]
• Deep Complex Convolutional Recurrent Network for Multi-Channel Speech Enhancement and DereverberationFemke B. Gelderblom, Tor André Myrvoll. 1-6 [doi]
• Real-Time Optimizing Weighted Gaussian Curvature for 4K VideosWenming Tang, Lebin Zhou, Yuanhao Gong. 1-6 [doi]
• Noise RETF Estimation and Removal for Low SNR Speech EnhancementLachlan Birnie, Prasanga N. Samarasinghe, Thushara D. Abhayapala, Daniel Grixti-Cheng. 1-6 [doi]
• Block-Wise Intra-Prediction of Imaging Data Based on Overfitted Neural Networks with On-Line LearningVictor Sanchez, Miguel Hernández-Cabronero, Joan Serra-Sagristà. 1-6 [doi]
• A Placement Angle Detection Method of Recyclable Object for Garbage Power GenerationYong Cai, Mengwei Chen, Yifei Feng, Zheng Ming. 1-5 [doi]
• Convolutional Neural Network Denoising of Focused Ion Beam MicrographsMinxu Peng, Mertcan Cokbas, Unay Dorken Gallastegi, Prakash Ishwar, Janusz Konrad, Brian Kulis, Vivek K. Goyal. 1-6 [doi]
• Understanding Linear Style Transfer Auto-EncodersIan Pradhan, Siwei Lyu. 1-5 [doi]
• Optimizing Time Domain Fully Convolutional Networks for 3D Speech Enhancement in a Reverberant Environment Using Perceptual LossesHeitor R. Guimarães, Wesley Beccaro, Miguel Arjona Ramírez. 1-6 [doi]
• A Semi-Supervised Generative Adversarial Network for Prediction of Genetic Disease OutcomesCaio Davi, Ulisses M. Braga-Neto. 1-6 [doi]
• Adaptive Approach for Sparse Representations Using the Locally Competitive Algorithm for AudioSoufiyan Bahadi, Jean Rouat, Eric Plourde. 1-6 [doi]
• Anonymizing Motion Sensor Data Through Time-Frequency DomainPierre Rougé, Ali Moukadem, Alain Dieterlen, Antoine Boutet, Carole Frindel. 1-6 [doi]
• Bi-Rads-Net: An Explainable Multitask Learning Approach for Cancer Diagnosis in Breast Ultrasound ImagesBoyu Zhang, Aleksandar Vakanski, Min Xian. 1-6 [doi]
• Message Passing-Based Inference in the Gamma Mixture ModelAlbert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries. 1-6 [doi]
• Bag of Groups of Convolutional Features Model for Visual Object RecognitionJaspreet Singh, Chandan Singh. 1-6 [doi]