Search results for "MLSP"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Marie-Christine Roubaud, Jean-Marc Lina, Julie Carrier, Bruno Torrésani	Space-Time Extension of the MEM Approach for Electromagnetic Neuroimaging.	MLSP	2018	DBLP DOI BibTeX RDF
1	Jen-Tzung Chien, Ting-An Lin	Supportive Attention in End-To-End Memory Networks.	MLSP	2018	DBLP DOI BibTeX RDF
1	Hanwook Chung, Taesup Kim, Eric Plourde, Benoît Champagne 0001	Noise-adaptive Deep Neural Network for single-channel speech enhancement.	MLSP	2018	DBLP DOI BibTeX RDF
1	Vitor Godeiro, José F. Silva Neto, Bruno M. Carvalho 0001, Bruno Santana, Julianny Ferraz, Renata Gama	Chronic Wound tissue Classification using Convolutional Networks and Color Space Reduction.	MLSP	2018	DBLP DOI BibTeX RDF
1	Panteleimon Chriskos, Rosen Zhelev, Vasileios Mygdalis, Ioannis Pitas	Quality Preserving Face de-identification against Deep CNNs.	MLSP	2018	DBLP DOI BibTeX RDF
1	Zheng Zhao 0004, Simo Särkkä, Ali Bahrami Rad	Spectro-Temporal ECG Analysis for atrial fibrillation Detection.	MLSP	2018	DBLP DOI BibTeX RDF
1	Gustavo Silva, Jorge Quesada, Paul Rodríguez 0001	Efficient separable filter estimation using Rank-1 Convolutional Dictionary Learning.	MLSP	2018	DBLP DOI BibTeX RDF
1	Donald S. Williamson	Monaural speech separation using a phase-Aware Deep denoising Auto encoder.	MLSP	2018	DBLP DOI BibTeX RDF
1	Bhusan Chettri, Bob L. Sturm, Emmanouil Benetos	Analysing Replay Spoofing Countermeasure Performance under varied conditions.	MLSP	2018	DBLP DOI BibTeX RDF
1	Mahmoud Ramezani-Mayiami	Joint Topology Learning and Graph signal Recovery via Kalman filter in Causal Data Processes.	MLSP	2018	DBLP DOI BibTeX RDF
1	Simone Scardapane, Steven Van Vaerenbergh, Danilo Comminiello, Simone Totaro, Aurelio Uncini	Recurrent Neural Networks with flexible Gates using Kernel activation Functions.	MLSP	2018	DBLP DOI BibTeX RDF
1	Jwo-Yuh Wu, Liang-Chi Huang, Ming-Hsun Yang, Ling-Hua Chang, Chun-Hung Liu	Enhanced Noisy Sparse Subspace Clustering via Reweighted L1-Minimization†.	MLSP	2018	DBLP DOI BibTeX RDF
1	Rafael Poyiadzi, Raúl Santos-Rodríguez, Niall Twomey	Label Propagation for Learning with Label proportions.	MLSP	2018	DBLP DOI BibTeX RDF
1	Cem Ornek, Elif Vural	Generalizable Supervised Manifold Learning via Lipschitz continuous interpolators.	MLSP	2018	DBLP DOI BibTeX RDF
1	Jieun Lee, Yoonsik Choe	Graph-Regularized Fast Low-Rank Matrix Approximation Using The NystrÖM Method for Clustering.	MLSP	2018	DBLP DOI BibTeX RDF
1	Eero Siivola, Aki Vehtari, Jarno Vanhatalo, Javier González 0002, Michael Riis Andersen	Correcting boundary over-Exploration Deficiencies in Bayesian Optimization with Virtual derivative Sign observations.	MLSP	2018	DBLP DOI BibTeX RDF
1		28th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2018, Aalborg, Denmark, September 17-20, 2018	MLSP	2018	DBLP BibTeX RDF
1	Xingyuan Wu, Yonggang Qi, Jun Liu 0014, Jie Yang 0023	Sketchsegnet: A Rnn Model for Labeling Sketch Strokes.	MLSP	2018	DBLP DOI BibTeX RDF
1	Javier Conte Alcaraz, Sanam Moghaddamnia, Nils Poschadel, Jürgen Peissig	Machine Learning as Digital Therapy Assessment for Mobile Gait Rehabilitation.	MLSP	2018	DBLP DOI BibTeX RDF
1	Ruslan J. Portsev, Andrey V. Makarenko	Convolutional Neural Networks for noise signal Recognition.	MLSP	2018	DBLP DOI BibTeX RDF
1	Markus Gardill, Jonas Fuchs, C. Frank, Robert Weigel	A Multi-Layer Perceptron Applied to number of target Indication for direction-of-arrival estimation in Automotive radar Sensors.	MLSP	2018	DBLP DOI BibTeX RDF
1	Algo Carè, Gianluigi Pillonetto, Marco C. Campi	Uncertainty Bounds for Kernel-based Regression: a Bayesian SPS Approach.	MLSP	2018	DBLP DOI BibTeX RDF
1	Kristoffer Wickstrøm, Michael Kampffmeyer, Robert Jenssen	Uncertainty Modeling and interpretability in Convolutional Neural Networks for Polyp Segmentation.	MLSP	2018	DBLP DOI BibTeX RDF
1	Minoru Mori, Masahiro Nakano	Efficient cyclic Learning rate Schedules and their Evaluations for Neural Network Ensemble.	MLSP	2018	DBLP DOI BibTeX RDF
1	Juan M. Espín, Roberto Font, Javier G. Marín-Blázquez, Francisco Esquembre	Logical Access Attacks Detection through audio Fingerprinting in Automatic speaker Verification.	MLSP	2018	DBLP DOI BibTeX RDF
1	Benoît Choffin, Naonori Ueda	Scaling Bayesian Optimization up to Higher Dimensions: a Review and Comparison of Recent Algorithms.	MLSP	2018	DBLP DOI BibTeX RDF
1	Milan Papez, Anthony Quinn	Dynamic Bayesian Knowledge Transfer Between a Pair of Kalman Filters.	MLSP	2018	DBLP DOI BibTeX RDF
1	Alireza Sepas-Moghaddam, Paulo Lobato Correia, Kamal Nasrollahi, Thomas B. Moeslund, Fernando Pereira 0001	Light field based Face Recognition via a Fused Deep Representation.	MLSP	2018	DBLP DOI BibTeX RDF
1	Rongjin Ma, Badong Chen, Jianfeng Xiao, Jingli Shao	Causality Analysis based on Matrix Transfer Entropy.	MLSP	2018	DBLP DOI BibTeX RDF
1	Jonas Nordhaug Myhre, Ilkka K. Launonen, Susan Wei, Fred Godtliebsen	Controlling blood glucose Levels in patients with Type 1 Diabetes using fitted Q-iterations and Functional Features.	MLSP	2018	DBLP DOI BibTeX RDF
1	Tobias Fischer 0003, Mariano Etchart, Ernesto Biempica	Frame-Level Proximity and touch Recognition using capacitive Sensing and Semi-Supervised Sequential Modeling.	MLSP	2018	DBLP DOI BibTeX RDF
1	Mingyuan Jiu, Nelly Pustelnik, Lin Qi	Multiclass SVM with Hierarchical Interaction: Application to Face Classification.	MLSP	2018	DBLP DOI BibTeX RDF
1	Arshdeep Singh, Anshul Thakur, Padmanabhan Rajan	APE: Archetypal-Prototypal Embeddings for Audio Classification.	MLSP	2018	DBLP DOI BibTeX RDF
1	Maxime Vono, Nicolas Dobigeon, Pierre Chainais	Sparse Bayesian Binary logistic Regression using the Split-and-Augmented Gibbs sampler.	MLSP	2018	DBLP DOI BibTeX RDF
1	Frank Nielsen, Ke Sun 0001	Guaranteed Deterministic Bounds on the total variation Distance between univariate mixtures.	MLSP	2018	DBLP DOI BibTeX RDF
1	Che-Yu Kuo, Jen-Tzung Chien	Markov Recurrent Neural Networks.	MLSP	2018	DBLP DOI BibTeX RDF
1	Bastian Seifert, Katharina Korn, Steffen Hartmann, Christian Uhl	Dynamical Component Analysis (DYCA): Dimensionality Reduction for High-Dimensional Deterministic Time-Series.	MLSP	2018	DBLP DOI BibTeX RDF
1	Arun Patro, Vishnu Makkapati, Jayanta Mukhopadhyay	Evaluation of Loss Functions for Estimation of Latent Vectors from GAN.	MLSP	2018	DBLP DOI BibTeX RDF
1	Wei-Zhi Huang, Sung-Hsien Hsieh, Chun-Shien Lu, Soo-Chang Pei	Simple Deep Learning Network via Tensor-Train Haar-wavelet Decomposition without Retraining.	MLSP	2018	DBLP DOI BibTeX RDF
1	Simon Leglaive, Laurent Girin, Radu Horaud	A variance Modeling Framework based on variational Autoencoders for speech enhancement.	MLSP	2018	DBLP DOI BibTeX RDF
1	Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas	Greedy Salient Dictionary Learning with Optimal Point Reconstruction for Activity video Summarization.	MLSP	2018	DBLP DOI BibTeX RDF
1	Jun Xu, Jingyu Wang 0001, Qi Qi 0001, Haifeng Sun 0001, Bo He 0003	Deep Neural Networks for Application Awareness in SDN-based Network.	MLSP	2018	DBLP DOI BibTeX RDF
1	Daniel Stoller, Vincent Akkermans, Simon Dixon	Detection of Cut-Points for Automatic Music Rearrangement.	MLSP	2018	DBLP DOI BibTeX RDF
1	Elif Vural	Generalization Bounds for Domain Adaptation via Domain Transformations.	MLSP	2018	DBLP DOI BibTeX RDF
1	David J. Miller 0001, George Kesidis, Zhicong Qiu	Unsupervised Parsimonious Cluster-Based Anomaly Detection (PCAD).	MLSP	2018	DBLP DOI BibTeX RDF
1	David Ha, Emilie Delattre, Yuya Tomotoshi, Masahiro Senda, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki	Optimal Classifier Model Status Selection using Bayes boundary uncertainty.	MLSP	2018	DBLP DOI BibTeX RDF
1	Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti	Machine learning regression based on particle bernstein polynomials for nonlinear system identification.	MLSP	2017	DBLP DOI BibTeX RDF
1	Esmaeil S. Nadimi, Victoria Blanes-Vidal	Upper bound performance of semi-definite programming for localisation in inhomogeneous media.	MLSP	2017	DBLP DOI BibTeX RDF
1	Yanick X. Lukic, Carlo Vogt, Oliver Durr, Thilo Stadelmann	Learning embeddings for speaker clustering based on voice equality.	MLSP	2017	DBLP DOI BibTeX RDF
1	Cuong D. Tran, Ognjen (Oggi) Rudovic, Vladimir Pavlovic 0001	Unsupervised domain adaptation with copula models.	MLSP	2017	DBLP DOI BibTeX RDF
1	Akihiko Kasagi, Tsuguchika Tabaru, Hirotaka Tamura	Fast algorithm using summed area tables with unified layer performing convolution and average pooling.	MLSP	2017	DBLP DOI BibTeX RDF
1	Andrey Kuzmin, Dmitry Mikushin, Victor S. Lempitsky	End-to-End learning of cost-volume aggregation for real-time dense stereo.	MLSP	2017	DBLP DOI BibTeX RDF
1	Thee Chanyaswad, Mert Al, J. Morris Chang, Sun-Yuan Kung	Differential mutual information forward search for multi-kernel discriminant-component selection with an application to privacy-preserving classification.	MLSP	2017	DBLP DOI BibTeX RDF
1	Muhammad Ahmed Shah, Bhiksha Raj, Khaled A. Harras	Inferring room semantics using acoustic monitoring.	MLSP	2017	DBLP DOI BibTeX RDF
1	Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen, Gerald Schuller	A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Tarn Nguyen, Raviv Raich, Xiaoli Z. Fern, Anh T. Pham 0002	MIML-AI: Mixed-supervision multi-instance multi-label learning with auxiliary information.	MLSP	2017	DBLP DOI BibTeX RDF
1	Fergal Cotter, Nick G. Kingsbury	Visualizing and improving scattering networks.	MLSP	2017	DBLP DOI BibTeX RDF
1	Shashini De Silva, Jinsub Kim, Raviv Raich	Unsupervised multiview learning with partial distribution information.	MLSP	2017	DBLP DOI BibTeX RDF
1	Alexey Ozerov, Srdan Kitic, Patrick Pérez	A comparative study of example-guided audio source separation approaches based on nonnegative matrix factorization.	MLSP	2017	DBLP DOI BibTeX RDF
1	Paul Rodríguez 0001	An accelerated newton's method for projections onto the ℓ1-ball.	MLSP	2017	DBLP DOI BibTeX RDF
1	Roland Hostettler, Simo Särkkä, Simon J. Godsill	Rao-Blackwellized particle mcmc for parameter estimation in spatio-temporal Gaussian processes.	MLSP	2017	DBLP DOI BibTeX RDF
1	Kimmo Suotsalo, Simo Särkkä	A linear stochastic state space model for electrocardiograms.	MLSP	2017	DBLP DOI BibTeX RDF
1	Yohei Kawaguchi, Takashi Endo	How can we detect anomalies from subsampled audio signals?	MLSP	2017	DBLP DOI BibTeX RDF
1	Miriam Cha, Youngjune Gwon, H. T. Kung 0001	Adversarial nets with perceptual losses for text-to-image synthesis.	MLSP	2017	DBLP DOI BibTeX RDF
1	Abdolreza Shirvani, B. John Oommen	Partitioning in signal processing using the object migration automaton and the pursuit paradigm.	MLSP	2017	DBLP DOI BibTeX RDF
1	Mariela De Lucas Alvarez, Helen F. Hastie, David Lane	Navigation-Based learning for survey trajectory classification in autonomous underwater vehicles.	MLSP	2017	DBLP DOI BibTeX RDF
1	Jaak Simm, Adam Arany, Pooya Zakeri, Tom Haber, Jörg K. Wegner, Vladimir I. Chupakhin, Hugo Ceulemans, Yves Moreau	Macau: Scalable Bayesian factorization with high-dimensional side information using MCMC.	MLSP	2017	DBLP DOI BibTeX RDF
1	Joni Virta, Klaus Nordhausen	Blind source separation for nonstationary tensor-valued time series.	MLSP	2017	DBLP DOI BibTeX RDF
1	José Augusto Stuchi, Marcus A. Angeloni, Rodrigo F. Pereira, Levy Boccato, Guilherme Folego, Paulo Victor de Souza Prado, Romis Ribeiro Faissol Attux	Improving image classification with frequency domain layers for feature extraction.	MLSP	2017	DBLP DOI BibTeX RDF
1	Alison O'Shea, Gordon Lightbody, Geraldine B. Boylan, Andriy Temko	Neonatal seizure detection using convolutional neural networks.	MLSP	2017	DBLP DOI BibTeX RDF
1	David J. Miller 0001, Najah F. Ghalyan, Asok Ray	A locally optimal algorithm for estimating a generating partition from an observed time series.	MLSP	2017	DBLP DOI BibTeX RDF
1	Tahar Nabil, François Roueff, Jean-Marc Jicquel, Alexandre Girard	Identification of a thermal building model by learning the dynamics of the solar flux.	MLSP	2017	DBLP DOI BibTeX RDF
1	Shrikant Venkataramani, Y. Cem Sübakan, Paris Smaragdis	Neural network alternatives toconvolutive audio models for source separation.	MLSP	2017	DBLP DOI BibTeX RDF
1	David J. Miller 0001, Xinyi Hu, Zhicong Qiu, George Kesidis	Adversarial learning: A critical review and active learning study.	MLSP	2017	DBLP DOI BibTeX RDF
1	Tim O'Shea 0001, Kiran Karra, T. Charles Clancy	Learning approximate neural estimators for wireless channel state information.	MLSP	2017	DBLP DOI BibTeX RDF
1	Bernardo B. Gatto, Anna Bogdanova, Lincon Sales de Souza, Eulanda Miranda dos Santos	Hankel subspace method for efficient gesture representation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Ozan Özdenizci, Fernando Quivira, Deniz Erdogmus	Information theoretic feature projection for single-trial brain-computer interfaces.	MLSP	2017	DBLP DOI BibTeX RDF
1	Ryota Kawasumi, Koujin Takeda	Approximate method of variational Bayesian matrix factorization with sparse prior.	MLSP	2017	DBLP DOI BibTeX RDF
1	Tzu-Chien Fu, Wei-Chen Chiu, Yu-Chiang Frank Wang	Learning guided convolutional neural networks for cross-resolution face recognition.	MLSP	2017	DBLP DOI BibTeX RDF
1	Abd-Krim Seghouane, Asif Iqbal 0007	A regularized sequential dictionary learning algorithm for fmri data analysis.	MLSP	2017	DBLP DOI BibTeX RDF
1	Feng Huang 0002, Péter Balázs	Dictionary learning for pitch estimation in speech signals.	MLSP	2017	DBLP DOI BibTeX RDF
1	Alan Joseph Bekker, Michal Chorev, Liran Carmel, Jacob Goldberger	A deep neural network witharestricted noisy channel for identification of functional introns.	MLSP	2017	DBLP DOI BibTeX RDF
1	Patrick Blöbaum, Shohei Shimizu	Estimation of interventional effects of features on prediction.	MLSP	2017	DBLP DOI BibTeX RDF
1	Szu-Wei Fu, Ting-Yao Hu, Yu Tsao 0001, Xugang Lu	Complex spectrogram enhancement by convolutional neural network with multi-metrics learning.	MLSP	2017	DBLP DOI BibTeX RDF
1	Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard	Leveraging deep neural networks with nonnegative representations for improved environmental sound classification.	MLSP	2017	DBLP DOI BibTeX RDF
1	Rasmus Bonnevie, Mikkel N. Schmidt, Morten Mørup	Difference-of-Convex optimization for variational kl-corrected inference in dirichlet process mixtures.	MLSP	2017	DBLP DOI BibTeX RDF
1	Naonori Ueda, Shinji Watanabe 0001, Tomoko Matsui, Jen-Tzung Chien, Jan Larsen (eds.)	27th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2017, Tokyo, Japan, September 25-28, 2017	MLSP	2017	DBLP BibTeX RDF
1	Andros Tjandra, Sakriani Sakti, Satoshi Nakamura 0001	Speech recognition features based on deep latent Gaussian models.	MLSP	2017	DBLP DOI BibTeX RDF
1	Chenjie Ge, Irene Yu-Hua Gu, Jie Yang 0002	Human fall detection using segment-level cnn features and sparse dictionary learning.	MLSP	2017	DBLP DOI BibTeX RDF
1	Tsaipei Wang	Iterative data-driven coronary vessel labeling.	MLSP	2017	DBLP DOI BibTeX RDF
1	Karl Øyvind Mikalsen, Filippo Maria Bianchi, Cristina Soguero-Ruíz, Robert Jenssen	The time series cluster kernel.	MLSP	2017	DBLP DOI BibTeX RDF
1	Tsubasa Ochiai, Shinji Watanabe 0001, Shigeru Katagiri	Does speech enhancement work with end-to-end ASR objectives?: Experimental analysis of multichannel end-to-end ASR.	MLSP	2017	DBLP DOI BibTeX RDF
1	Kan Li, Ying Ma, José C. Príncipe	Automatic plant identification using stem automata.	MLSP	2017	DBLP DOI BibTeX RDF
1	Maria Scalabrin, Matteo Gadaleta, Riccardo Bonetto, Michele Rossi	A Bayesian forecasting and anomaly detection framework for vehicular monitoring networks.	MLSP	2017	DBLP DOI BibTeX RDF
1	Asim Munawar, Phongtharin Vinayavekhin, Giovanni De Magistris	Limiting the reconstruction capability of generative neural network using negative learning.	MLSP	2017	DBLP DOI BibTeX RDF
1	Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Eduardo Freire Nakamura	Mutual singular spectrum analysis for bioacoustics classification.	MLSP	2017	DBLP DOI BibTeX RDF
1	Yen-Cheng Liu, Wei-Chen Chiu, Sheng-De Wang, Yu-Chiang Frank Wang	Domain-Adaptive generative adversarial networks for sketch-to-photo inversion.	MLSP	2017	DBLP DOI BibTeX RDF
1	Jiyao Dong, Badong Chen, Na Lu, Haixian Wang, Nanning Zheng 0001	Correntropy induced metric based common spatial patterns.	MLSP	2017	DBLP DOI BibTeX RDF
1	Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini	Asymptotic performance of regularized quadratic discriminant analysis based classifiers.	MLSP	2017	DBLP DOI BibTeX RDF
1	Morten Kolbaek, Dong Yu 0001, Zheng-Hua Tan, Jesper Jensen 0001	Joint separation and denoising of noisy multi-talker speech using recurrent neural networks and permutation invariant training.	MLSP	2017	DBLP DOI BibTeX RDF

Publications at "MLSP"( http://dblp.L3S.de/Venues/MLSP )