Abstract is missing.
- Online Supervised Acoustic System Identification Exploiting Prelearned Local Affine Subspace ModelsThomas Haubner, Andreas Brendel, Walter Kellermann. 1-6 [doi]
- PPO-CMA: Proximal Policy Optimization with Covariance Matrix AdaptationPerttu Hämäläinen, Amin Babadi, Xiaoxiao Ma, Jaakko Lehtinen. 1-6 [doi]
- Revealing Perceptible Backdoors in DNNs, Without the Training Set, via the Maximum Achievable Misclassification Fraction StatisticZhen Xiang, David J. Miller 0001, Hang Wang, George Kesidis. 1-6 [doi]
- Graph Learning from Multi-Attribute Smooth SignalsJitendra K. Tugnait. 1-6 [doi]
- Pulse ID: The Case for Robustness of ECG as a Biometric IdentifierVishnu Chandrashekhar, Prerna Singh, Mihir Paralkar, Ozan K. Tonguz. 1-6 [doi]
- Motion Pattern Recognition in 4D Point CloudsDariush Salami, Sameera Palipana, Manila Kodali, Stephan Sigg. 1-6 [doi]
- Adversarial Attacks on Hierarchical Composite Classifiers VIA Convex ProgrammingIsmail Alkhouri, George K. Atia. 1-6 [doi]
- Feature Projection-Based Unsupervised Domain Adaptation for Acoustic Scene ClassificationAlessandro Ilic Mezza, Emanuel A. P. Habets, Meinard Müller, Augusto Sarti. 1-6 [doi]
- Sequential Heterogeneous Feature Selection for Multi-Class Classification: Application in Government 2.0Imara Nazar, Yasitha Warahena Liyanage, Daphney-Stavroula Zois, Charalampos Chelmis. 1-6 [doi]
- A Multi-Patch Aggregated Aesthetic Rating System Based on EyefixationYung-Yuan Tseng, Tien-Ruey Hsiang. 1-6 [doi]
- On the Minimization of Sobolev Norms of Time-Varying Graph Signals: Estimation of New Coronavirus Disease 2019 CasesJhony H. Giraldo, Thierry Bouwmans. 1-6 [doi]
- Fast Variational Learning in State-Space Gaussian Process ModelsPaul E. Chang, William J. Wilkinson, Mohammad Emtiyaz Khan, Arno Solin. 1-6 [doi]
- Non-Linearities in Gaussian Processes with Integral ObservationsVille Tanskanen, Krista Longi, Arto Klami. 1-6 [doi]
- On the Adversarial Robustness of Linear RegressionFuwei Li, Lifeng Lai, Shuguang Cui. 1-6 [doi]
- Graph-Adaptive Activation Functions for Graph Neural NetworksBianca Iancu, Luana Ruiz, Alejandro Ribeiro, Elvin Isufi. 1-6 [doi]
- QISTA-Net: DNN Architecture to Solve $\ell_{Q}$-Norm Minimization ProblemGang-Xuan Lin, Chun-Shien Lu. 1-6 [doi]
- Deep Convolutional Neural Network-Based Inverse Filtering Approach for Speech De-ReverberationHanwook Chung, Vikrant Singh Tomar, Benoît Champagne. 1-6 [doi]
- A Bayesian Hierarchical Mixture of Gaussian Model for Multi-Speaker DOA Estimation and SeparationYaron Laufer, Sharon Gannot. 1-6 [doi]
- Dcgan for the Synthesis of Multivariate Multifractal Textures: How do We Know it Works?V. Mauduit, Patrice Abry, Roberto F. Leonarduzzi, Stéphane G. Roux, E. Quemener. 1-6 [doi]
- Modeling Phone Call Durations via Switching Poisson Processes with Applications in Mental HealthPablo Bonilla-Escribano, David Ramírez 0001, Antonio Artés-Rodríguez. 1-6 [doi]
- Self-Compression in Bayesian Neural NetworksGiuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya. 1-6 [doi]
- A Neural Network-Aided Viterbi Receiver for Joint Equalization and DecodingHan-Mo Ou, Chieh-Fang Teng, Wen-Chiao Tsai, An-Yeu Andy Wu. 1-6 [doi]
- Deep Blind One-Bit Signal RecoveryRuida Huang, Xu Chen. 1-6 [doi]
- Learning General Transformations of Data for Out-of-Sample ExtensionsMatthew Amodio, David van Dijk, Guy Wolf, Smita Krishnaswamy. 1-6 [doi]
- Dual-Energy CBCT Pre-Spectral-Decomposition Filtering with Wavelet Shrinkage NetworksLuis A. Zavala-Mondragon, Danny Ruijters, Peter van de Haar, Peter H. N. de With, Fons van der Sommen. 1-6 [doi]
- Topology-Aware Joint Graph Filter and Edge Weight Identification for Network ProcessesAlberto Natali, Mario Coutino, Geert Leus. 1-6 [doi]
- Secure Federated Averaging Algorithm with Differential PrivacyYiwei Li, Tsung-Hui Chang, Chong-Yung Chi. 1-6 [doi]
- Scad-Penalized Complex Gaussian Graphical Model SelectionJitendra K. Tugnait. 1-6 [doi]
- A Unified Approach for Target Direction Finding Based on Convolutional Neural NetworksChong Wang, Wei Liu, Mengdi Jiang. 1-6 [doi]
- Blind Audio Source Separation Using Two Expectation-Maximization AlgorithmsAviad Eisenberg, Boaz Schwartz, Sharon Gannot. 1-6 [doi]
- Lumen & Media Segmentation of IVUS Images via Ellipse Fitting Using a Wavelet-Decomposed Subband CNNPavel Sinha, Yimeng Wu, Ioannis N. Psaromiligkos, Zeljko Zilic. 1-6 [doi]
- Multinomial Sampling for Hierarchical Change-Point DetectionLorena Romero-Medrano, Pablo Moreno-Muñoz, Antonio Artés-Rodríguez. 1-6 [doi]
- Sudo RM -RF: Efficient Networks for Universal Audio Source SeparationEfthymios Tzinis, Zhepei Wang, Paris Smaragdis. 1-6 [doi]
- Online Tensor Low-Rank Representation for Streaming DataTong Wu. 1-6 [doi]
- End-to-End Learning for Retrospective Change-Point EstimationCorinne Jones, Zaïd Harchaoui. 1-6 [doi]
- Robust Reconstruction with Nonconvex Subset Constraints: A Polynomial Optimization ApproachArthur Marmin, Marc Castella, Jean-Christophe Pesquet. 1-6 [doi]
- 2) Hyper-Parameter Optimization for Gaussian Process RegressionLinning Xu, Yijue Dai, Jiawei Zhang, Ceyao Zhang, Feng Yin. 1-6 [doi]
- Diffusion Field Estimation Using Decentralized Kernel Kalman Filter with Parameter Learning Over Hierarchical Sensor NetworksShengdi Wang, Ban-Sok Shin, Dmitriy Shutin, Armin Dekorsy. 1-6 [doi]
- Performance-Complexity Trade-Off in Large Dimensional StatisticsTayeb Zarrouk, Romain Couillet, Florent Chatelain, Nicolas Le Bihan. 1-6 [doi]
- Real-time segmentation for tomographic imagingRichard Schoonhoven, Jan-Willem Buurlage, Daniël Maria Pelt, Kees Joost Batenburg. 1-6 [doi]
- Parameter Estimation in Non-Linear State-Space Models by Automatic Differentiation of Non-Linear Kalman FiltersAjinkya Gorad, Zheng Zhao, Simo Särkkä. 1-6 [doi]
- Robust Classification Using Hidden Markov Models and Mixtures of Normalizing FlowsAnubhab Ghosh, Antoine Honoré, Dong Liu, Gustav Eje Henter, Saikat Chatterjee. 1-6 [doi]
- Determined Audio Source Separation with Multichannel Star Generative Adversarial NetworkLi Li 0063, Hirokazu Kameoka, Shoji Makino. 1-6 [doi]
- Low-Light Environment Neural SurveillanceMichael Potter, Henry Gridley, Noah Lichtenstein, Kevin Hines, John Nguyen, Jacob Walsh. 1-6 [doi]
- Inference of Protein-Protein Interaction Networks from Liquid-Chromatography Mass-Spectrometry Data by Approximate Bayesian Computation-Sequential Monte Carlo SamplingYukun Tan, Fernando B. Lima Neto, Ulisses M. Braga-Neto. 1-6 [doi]
- Scalable Gaussian Process for Extreme ClassificationAkash Kumar Dhaka, Michael Riis Andersen, Pablo Garcia-Moreno, Aki Vehtari. 1-6 [doi]
- Electrical Impedance Tomography, Enclosure Method and Machine LearningSamuli Siltanen, Takanori Ide. 1-6 [doi]
- Globally Optimal Robust Matrix Completion Based on M-EstimationFelicia Ruppel, Michael Muma, Abdelhak M. Zoubir. 1-6 [doi]
- Robust Learning via Ensemble Density Propagation in Deep Neural NetworksGiuseppina Carannante, Dimah Dera, Ghulam Rasool, Nidhal C. Bouaynaya, Lyudmila Mihaylova. 1-6 [doi]
- On the Effectiveness of Two-Step Learning for Latent-Variable ModelsY. Cem Sübakan, Maxime Gasse, Laurent Charlin. 1-6 [doi]
- Quaternion Neural Networks for 3D Sound Source Localization in Reverberant EnvironmentsMichela Ricciardi Celsi, Simone Scardapane, Danilo Comminiello. 1-6 [doi]
- Quadratic Mutual Information Regularization in Real-Time Deep CNN ModelsMaria Tzelepi, Anastasios Tefas. 1-6 [doi]
- Regularizing Neural Networks by Stochastically Training Layer EnsemblesAlex Labach, Shahrokh Valaee. 1-6 [doi]
- Distributed Blind Deconvolution of Seismic Signals Under Sparsity Constraints in Sensor NetworksBan-Sok Shin, Dmitriy Shutin. 1-6 [doi]
- Autoclip: Adaptive Gradient Clipping for Source Separation NetworksPrem Seetharaman, Gordon Wichern, Bryan Pardo, Jonathan Le Roux. 1-6 [doi]
- On the Adversarial Robustness of Feature Selection Using LASSOFuwei Li, Lifeng Lai, Shuguang Cui. 1-6 [doi]
- Semi-Supervised Source Localization with Deep Generative ModelingMichael J. Bianco, Sharon Gannot, Peter Gerstoft. 1-6 [doi]
- Anomaly Location Detection with Electrical Impedance Tomography Using Multilayer PerceptronsTimo Huuhtanen, Alexander Jung. 1-6 [doi]
- Cognitive-Driven Convolutional Beamforming Using EEG-Based Auditory Attention DecodingAli Aroudi, Marc Delcroix, Tomohiro Nakatani, Keisuke Kinoshita, Shoko Araki, Simon Doclo. 1-6 [doi]
- Blind Hierarchical DeconvolutionArttu Arjas, Lassi Roininen, Mikko J. Sillanpää, Andreas Hauptmann. 1-6 [doi]
- First-Order Optimization for Superquantile-Based Supervised LearningYassine Laguel, Jérôme Malick, Zaïd Harchaoui. 1-6 [doi]
- Aerial Spectrum Surveying: Radio Map Estimation with Autonomous UAVsDaniel Romero 0004, Raju Shrestha, Yves Teganya, Sundeep Prabhakar Chepuri. 1-6 [doi]
- Graph Topology Inference Benchmarks for Machine LearningCarlos Lassance, Vincent Gripon, Gonzalo Mateos. 1-6 [doi]
- Towards an Explainable Mortality Prediction ModelJacob R. Epifano, Ravi P. Ramachandran, Sharad Patel, Ghulam Rasool. 1-6 [doi]
- Improving Deep Reinforcement Learning for Financial Trading Using Neural Network DistillationAvraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas. 1-6 [doi]
- Convolutional Recurrent Neural Network Based Direction of Arrival Estimation Method Using Two Microphones for Hearing StudiesAbdullah Küçük, Issa M. S. Panahi. 1-6 [doi]
- Approximate Gaussian Process Regression and Performance Analysis Using Composite LikelihoodXiuming Liu, Dave Zachariah, Edith C. H. Ngai. 1-6 [doi]
- Fixing Bias in Reconstruction-Based Anomaly Detection with Lipschitz DiscriminatorsAlexander Tong 0001, Guy Wolf, Smita Krishnaswamy. 1-6 [doi]
- Collision-Free UAV Navigation with a Monocular Camera Using Deep Reinforcement LearningYun Chen, Nuria González Prelcic, Robert W. Heath Jr.. 1-6 [doi]
- iUNets: Learnable Invertible Up- and Downsampling for Large-Scale Inverse ProblemsChristian Etmann, Rihuan Ke, Carola-Bibiane Schönlieb. 1-6 [doi]
- Bandit-Based Relay Selection in Cooperative Networks Over Unknown Stationary ChannelsNikolaos Nomikos, Sadegh Talebi, Risto Wichman, Themistoklis Charalambous. 1-6 [doi]
- A General Framework for Ensemble Distribution DistillationJakob Lindqvist, Amanda Olmin, Fredrik Lindsten, Lennart Svensson. 1-6 [doi]
- Simultaneous Intent Prediction and State Estimation Using an Intent-Driven Intrinsic Coordinate ModelJiaming Liang, Bashar I. Ahmad, Simon J. Godsill. 1-6 [doi]
- Double JPEG Compression Detection for Distinguishable Blocks in Images Compressed with Same Quantization MatrixAbhinav Narayan Harish, Vinay Verma, Nitin Khanna. 1-6 [doi]
- Unsupervised Acoustic Condition Monitoring with Riemannian GeometryPavel Lifshits, Ronen Talmon. 1-6 [doi]
- A Hybrid Interior Point - Deep Learning Approach for Poisson Image DeblurringMathilde Galinier, Marco Prato, Émilie Chouzenoux, Jean-Christophe Pesquet. 1-6 [doi]
- F0 Estimation Using Blind Source Separation for Analyzing Noh SingingAtsuki Tamoto, Katunobu Itou. 1-6 [doi]
- Robust Semiparametric Joint Estimators of Location and Scatter in Elliptical DistributionsStefano Fortunati, Alexandre Renaux, Frédéric Pascal 0001. 1-6 [doi]
- Visible Light-Based Robust Positioning Under Detector Orientation Uncertainty: A Gabor Convolutional Network-Based Approach Extracting Stable Texture FeaturesBingpeng Zhou, Risto Wichman. 1-6 [doi]
- ModeNet: Mode Selection Network for Learned Video CodingThéo Ladune, Pierrick Philippe, Wassim Hamidouche, Lu Zhang, Olivier Déforges. 1-6 [doi]
- Frequency Domain-Based Perceptual Loss for Super ResolutionShane D. Sims. 1-6 [doi]
- Block-Wise Minimization-Majorization Algorithm for Huber'S Criterion: Sparse Learning and ApplicationsEsa Ollila, Ammar Mian. 1-6 [doi]