Table of Contents

• Sketchsegnet: A Rnn Model for Labeling Sketch StrokesXingyuan Wu, Yonggang Qi, Jun Liu, Jie Yang. 1-6 [doi]
• A Deep Learning Architecture to Detect Events in EEG Signals During SleepStanislas Chambon, Valentin Thorey, Pierrick J. Arnal, Emmanuel Mignot, Alexandre Gramfort. 1-6 [doi]
• †Jwo-Yuh Wu, Liang-Chi Huang, Ming-Hsun Yang, Ling-Hua Chang, Chun-Hung Liu. 1-6 [doi]
• Controlling blood glucose Levels in patients with Type 1 Diabetes using fitted Q-iterations and Functional FeaturesJonas Nordhaug Myhre, Ilkka K. Launonen, Susan Wei, Fred Godtliebsen. 1-6 [doi]
• APE: Archetypal-Prototypal Embeddings for Audio ClassificationArshdeep Singh, Anshul Thakur, Padmanabhan Rajan. 1-6 [doi]
• Chronic Wound tissue Classification using Convolutional Networks and Color Space ReductionVitor Godeiro, José F. Silva Neto, Bruno M. Carvalho, Bruno Santana, Julianny Ferraz, Renata Gama. 1-6 [doi]
• Evaluation of Loss Functions for Estimation of Latent Vectors from GANArun Patro, Vishnu Makkapati, Jayanta Mukhopadhyay. 1-6 [doi]
• Guaranteed Deterministic Bounds on the total variation Distance between univariate mixturesFrank Nielsen, Ke Sun 0001. 1-6 [doi]
• Balson: Bayesian least squares Optimization with Nonnegative L1-norm ConstraintJiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Jen-Tzung Chien, Zhiqing Lin, Jun Guo 0002. 1-6 [doi]
• Affective State Recognition based on eye gaze Analysis using two-Stream Convolutional NetworksChristina Chrysouli, Nicholas Vretos, Petros Daras. 1-6 [doi]
• Image Deblurring and Super-Resolution Using Deep Convolutional Neural NetworksFatma Albluwi, Vladimir A. Krylov, Rozenn Dahyot. 1-6 [doi]
• Deep Learning based Speed estimation for Constraining Strapdown inertial Navigation on SmartphonesSantiago Cortés Reina, Arno Solin, Juho Kannala. 1-6 [doi]
• Anomaly Detection of Attacks (Ada) on DNN Classifiers at Test TimeDavid J. Miller 0001, Yujia Wang, George Kesidis. 1-6 [doi]
• Variational Bayesian Partially observed non-Negative Tensor FactorizationJesper Løve Hinrich, Soren F. V. Nielsen, Kristoffer Hougaard Madsen, Morten Mørup. 1-6 [doi]
• Spectro-Temporal ECG Analysis for atrial fibrillation DetectionZheng Zhao, Simo Särkkä, Ali Bahrami Rad. 1-6 [doi]
• Using Metaheuristics for Hyper-Parameter Optimization of Convolutional Neural NetworksVictoria Bibaeva. 1-6 [doi]
• Noise-adaptive Deep Neural Network for single-channel speech enhancementHanwook Chung, Taesup Kim, Eric Plourde, Benoît Champagne. 1-6 [doi]
• Scaling Bayesian Optimization up to Higher Dimensions: a Review and Comparison of Recent AlgorithmsBenoit Choffin, Naonori Ueda. 1-6 [doi]
• Joint Topology Learning and Graph signal Recovery via Kalman filter in Causal Data ProcessesMahmoud Ramezani Mayiami. 1-6 [doi]
• Dynamic Bayesian Knowledge Transfer Between a Pair of Kalman FiltersMilan Papez, Anthony Quinn. 1-6 [doi]
• Online variational Message Passing in the Hierarchical Gaussian filterIsmail Senoz, Bert de Vries. 1-6 [doi]
• Logical Access Attacks Detection through audio Fingerprinting in Automatic speaker VerificationJuan M. Espín, Roberto Font, Javier G. Marín-Blázquez, F. Esquembre. 1-6 [doi]
• Multiclass SVM with Hierarchical Interaction: Application to Face ClassificationMingyuan Jiu, Nelly Pustelnik, Lin Qi. 1-6 [doi]
• Remote Sensing Image Regression for Heterogeneous Change DetectionLuigi Tommaso Luppino, Filippo Maria Bianchi, Gabriele Moser, Stian Normann Anfinsen. 1-6 [doi]
• Space-Time Extension of the MEM Approach for Electromagnetic NeuroimagingMarie-Christine Roubaud, Jean-Marc Lina, Julie Carrier, Bruno Torrésani. 1-6 [doi]
• Uncertainty Bounds for Kernel-based Regression: a Bayesian SPS ApproachAlgo Carè, Gianluigi Pillonetto, Marco C. Campi. 1-6 [doi]
• Recurrent Neural Networks with flexible Gates using Kernel activation FunctionsSimone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Simone Totaro, Aurelio Uncini. 1-6 [doi]
• Nonlinear Probabilistic Latent Variable Models for Groupwise Correspondence Analysis in Brain StructuresHernán F. García, Álvaro Ángel Orozco, Mauricio A. Álvarez. 1-6 [doi]
• Correcting boundary over-Exploration Deficiencies in Bayesian Optimization with Virtual derivative Sign observationsEero Siivola, Aki Vehtari, Jarno Vanhatalo, Javier Gonzalez, Michael Riis Andersen. 1-6 [doi]
• Convolutional Neural Networks for noise signal RecognitionRuslan J. Portsev, Andrey V. Makarenko. 1-6 [doi]
• Deep Neural Networks for Application Awareness in SDN-based NetworkJun Xu, Jingyu Wang, Qi Qi, Haifeng Sun, Bo He. 1-6 [doi]
• Causality Analysis based on Matrix Transfer EntropyRongjin Ma, Badong Chen, Jianfeng Xiao, Jingli Shao. 1-6 [doi]
• A variance Modeling Framework based on variational Autoencoders for speech enhancementSimon Leglaive, Laurent Girin, Radu Horaud. 1-6 [doi]
• A Multi-Layer Perceptron Applied to number of target Indication for direction-of-arrival estimation in Automotive radar SensorsMarkus Gardill, J. Fuchs, C. Frank, Robert Weigel. 1-6 [doi]
• Monaural speech separation using a phase-Aware Deep denoising Auto encoderDonald S. Williamson. 1-6 [doi]
• Analysing Replay Spoofing Countermeasure Performance under varied conditionsBhusan Chettri, Bob L. Sturm, Emmanouil Benetos. 1-6 [doi]
• Markov Recurrent Neural NetworksChe-Yu Kuo, Jen-Tzung Chien. 1-6 [doi]
• Generalization Bounds for Domain Adaptation via Domain TransformationsElif Vural. 1-6 [doi]
• Dynamical Component Analysis (DYCA): Dimensionality Reduction for High-Dimensional Deterministic Time-SeriesBastian Seifert, Katharina Korn, Steffen Hartmann, Christian Uhl. 1-6 [doi]
• Detecting Industrial fouling by monotonicity during ultrasonic CleaningChang Rajani, Arto Klami, Ari Salmi, Timo Rauhala, Edward Hæggström, Petri Myllymäki. 1-6 [doi]
• Learning Sparse Structured Ensembles with stochastic Gradient MCMC Sampling and Network PruningYichi Zhang, Zhijian Ou. 1-6 [doi]
• K-SVD with a Real ℓ0 Optimization: Application to Image DenoisingYuan Liu, Stéphane Canu, Paul Honeine, Su Ruan. 1-6 [doi]
• Learning stochastic differential equations with Gaussian Processes without Gradient MatchingCagatay Yildiz, Markus Heinonen, Jukka Intosalmi, Henrik Mannerström, Harri Lähdesmäki. 1-6 [doi]
• Scalable Convolutional Dictionary Learning with constrained Recurrent Sparse Auto-encodersBahareh Tolooshams, Sourav Dey, Demba Ba. 1-6 [doi]
• Mixture Representation of the MatéRn class with Applications in State Space Approximations and Bayesian quadratureFilip Tronarp, Toni Karvonen, Simo Särkkä. 1-6 [doi]
• Label Propagation for Learning with Label proportionsRafael Poyiadzi, Raúl Santos-Rodríguez, Niall Twomey. 1-6 [doi]
• A characterization of the Edge of Criticality in Binary echo State NetworksPietro Verzelli, Lorenzo Livi, Cesare Alippi. 1-6 [doi]
• Graph-Regularized Fast Low-Rank Matrix Approximation Using The NystrÖM Method for ClusteringJieun Lee, Yoonsik Choe. 1-5 [doi]
• Model-order Selection in Statistical Shape ModelsAlma Eguizabal, Peter J. Schreier, David Ramírez. 1-6 [doi]
• Quality Preserving Face de-identification against Deep CNNsPanteleimon Chriskos, Rosen Zhelev, Vasileios Mygdalis, Ioannis Pitas. 1-6 [doi]
• Light field based Face Recognition via a Fused Deep RepresentationAlireza Sepas-Moghaddam, Paulo Lobato Correia, Kamal Nasrollahi, Thomas B. Moeslund, Fernando Pereira 0001. 1-6 [doi]
• Greedy Salient Dictionary Learning with Optimal Point Reconstruction for Activity video SummarizationIoannis Mademlis, Anastasios Tefas, Ioannis Pitas. 1-6 [doi]
• Cross-Corpus EEG-based Emotion RecognitionSoheil Rayatdoost, Mohammad Soleymani. 1-6 [doi]
• Acoustic Scene Classification: a Competition ReviewShayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen. 1-6 [doi]
• Frame-Level Proximity and touch Recognition using capacitive Sensing and Semi-Supervised Sequential ModelingTobias Fischer 0003, Mariano Etchart, Ernesto Biempica. 1-6 [doi]
• Inference of gene regulatory Networks by Maximum-likelihood adaptive filtering and discrete fish School SearchYukun Tan, Fernando B. Lima Neto, Ulisses Braga-Neto. 1-6 [doi]
• Detection of Cut-Points for Automatic Music RearrangementDaniel Stoller, Vincent Akkermans, Simon Dixon. 1-6 [doi]
• Optimal Classifier Model Status Selection using Bayes boundary uncertaintyDavid Ha, Emilie Delattre, Yuya Tomotoshi, Masahiro Senda, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki. 1-6 [doi]
• Network Reconstruction From Time-Course Perturbation Data Using Multivariate Gaussian ProcessesSara Al-Sayed, Heinz Koeppl. 1-6 [doi]
• Simple Deep Learning Network via Tensor-Train Haar-wavelet Decomposition without RetrainingWei-Zhi Huang, Sung-Hsien Hsieh, Chun-Shien Lu, Soo-Chang Pei. 1-6 [doi]
• Speech Emotion Recognition Using Cyclostationary Spectral AnalysisAmin Jalili, Sadid Sahami, Chong-Yung Chi, Rassoul Amirfattahi. 1-6 [doi]
• Supportive Attention in End-To-End Memory NetworksJen-Tzung Chien, Ting-An Lin. 1-6 [doi]
• Single-channel EEG Classification by Multi-channel Tensor subspace Learning and RegressionSimon Van Eyndhoven, Martijn Bousse, Borbála Hunyadi, Lieven De Lathauwer, Sabine Van Huffel. 1-6 [doi]
• Unsupervised Parsimonious Cluster-Based Anomaly Detection (PCAD)David J. Miller 0001, George Kesidis, Zhicong Qiu. 1-6 [doi]
• Computational Optimization for Normal Form Realization of Bayesian Model graphsGiovanni Di Gennaro, Amedeo Buonanno, Francesco A. N. Palmieri. 1-6 [doi]
• Efficient separable filter estimation using Rank-1 Convolutional Dictionary LearningGustavo Silva, Jorge Quesada, Paul Rodríguez 0001. 1-6 [doi]
• Machine Learning as Digital Therapy Assessment for Mobile Gait RehabilitationJavier Conte Alcaraz, Sanam Moghaddamnia, Nils Poschadel, Jürgen Peissig. 1-6 [doi]
• On-Line Bayesian parameter estimation in electrocardiogram State Space ModelsKimmo Suotsalo, Simo Särkkä. 1-6 [doi]
• Stochastic quantum Information Processing, with Applications to blind quantum System identification and Source separationYannick Deville, Alain Deville. 1-6 [doi]
• Sparse Bayesian Binary logistic Regression using the Split-and-Augmented Gibbs samplerMaxime Vono, Nicolas Dobigeon, Pierre Chainais. 1-6 [doi]
• Uncertainty Modeling and interpretability in Convolutional Neural Networks for Polyp SegmentationKristoffer Wickstrøm, Michael Kampffmeyer, Robert Jenssen. 1-6 [doi]
• Regularization Parameter-Free Convolutional Sparse Coding via Projections Onto The ℓ1-Ball and The Discrepancy PrinciplePaul Rodriguez. 1-6 [doi]
• Efficient cyclic Learning rate Schedules and their Evaluations for Neural Network EnsembleMinoru Mori, Masahiro Nakano. 1-6 [doi]
• Generalizable Supervised Manifold Learning via Lipschitz continuous interpolatorsCem Ornek, Elif Vural. 1-6 [doi]
• Convex likelihood alignments for bioacoustic ClassificationAnshul Thakur, Arshdeep Singh, Padmanabhan Rajan. 1-6 [doi]