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Conférences avec actes 2016

S. Clémençon, g. papa and A. Bellet, On Graph Reconstruction via Empirical Risk Minimization: Fast Learning Rates and Scalability, NIPS, Barcelona, Spain, December 2016.

N. Goix, A. Sabourin and S. Clémençon, Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking, AISTATS 2016, Cadiz, Espagne, December 2016.

A. Salim, P. Bianchi, W. Hachem and J. Jakubowicz, A Stochastic Proximal Point Algorithm for Total Variation Regularization over Large Scale Graphs, CDC, December 2016.

P. Bianchi and O. Fercoq, Using Big Steps in Coordinate Descent Primal-Dual Algorithms, CDC, December 2016.

S. Clémençon, P. Bertail and g. papa, Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers, ACML, Hamilton, New Zealand, December 2016.

E. Ndiaye, O. Fercoq, A. Gramfort and J. Salmon, GAP Safe Screening Rules for Sparse-Group Lasso, NIPS, Barcelona, December 2016 [PDF].

A. Durmus, U. Simsekli, E. Moulines, R. Badeau and G. Richard, Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo, Thirtieth Annual Conference on Neural Information Processing Systems (NIPS), Barcelona, Spain, December 2016 [PDF].

M. Sangnier, O. Fercoq and F. d'Alché-Buc, Joint quantile regression in vector-valued RKHSs, Neural Information Processing Systems (NIPS), Barcelone, Espagne, December 2016 [PDF] [hal-01272327].

C. Vernade, O. Cappé and P. Lagrée, Multiple-Play Bandits in the Position-Based Model, Neural Information Processing Systems, Barcelone, Espagne, December 2016 [PDF] [01328003].

H. Maître, Image and Aesthetics, The 13th IEEE International Conference on Signal Processing, Chengdu, Sichuan, Chine, December 2016.

A. Khosravani, C. Glackin, N. Dugan, G. Chollet and N. Cannings, The Intelligent Voice 2016 Speaker Recognition System, NIST-SRE-Workshop, San Diego, December 2016 [PDF].

A. Lopez, A. Ratni, T. N. Trong, J. Olaso, S. Montenegro, M. Lee, F. Haider, S. Schlögl, G. Chollet, K. Jokinen, D. Petrovska-Delacrétaz, H. Sansen and M. I. Torres, LifeLine Dialogues with Roberta, FETLT, Seville, December 2016.

A. Rana, G. Valenzise and F. Dufaux, An Evaluation of HDR Image Matching under Extreme Illumination Changes, The International Conference on Visual Communications and Image Processing (VCIP), Chengdu, China, November 2016 [PDF] [hal-01357141].

S. Rousseau et T. Boubekeur, Rendu de Monte Carlo Elastique, AFIG 2016, Lyon, France, Novembre 2016 [hal-01457211].

C. Barbanson, A. Almansa, Y. Ferrec and P. Monasse, Relief Computation from Images of a Fourier Transform Spectrometer for Interferogram Correction, Fourier Transform Spectroscopy (FTS) Meeting,, Leipzig, Germany, November 2016 [PDF] [hal-01408927] [DOI 10.1364/FTS.2016.FM3E.6].

P.-L. Cabarat, H. Wassim, O. Déforges, M. Raulet and J. Le Feuvre, 4K Real-Time Video Streaming in Hybrid Codec Scalability SHVC configuration, DASIP, October 2016.

E. Potetsianakis and J. Le Feuvre, Streaming of Kinect Data for Interactive In-Browser Audio Performances, Audio Mostly, Norrköping, Suede, October 2016.

B. Ravenet, E. Bevacqua, A. Cafaro, M. Ochs and C. Pelachaud, Perceiving Attitudes Expressed Through Nonverbal Behaviors in Immersive Virtual Environments, Motion In Games, San Francisco, USA, October 2016.

I. Colin and Ch. Dupuy, Decentralized Topic Modelling with Latent Dirichlet Allocation, NIPS 2016, Barcelone, Espagne, October 2016 [PDF] [hal-01377365].

T. Boubekeur, P. Cignoni, E. Eisemann, M. Gosele, R. Klein, S. Roth, M. Weinmann and M. Wimmer, Harvesting Dynamic 3D Worlds from Commodity Sensor Clouds, Eurographics Workshop on Graphics and Cultural Heritage, Genova, Italy, October 2016 [PDF] [hal-01444896].

S. Durand, J. P. Bello, B. David and G. Richard, Feature Adapted Convolutional Neural Networks for Downbeat Tracking, ICASSP 2016, Shanghai, Chine, September 2016 [PDF].

B. Morel, Y. Xu, A. Virzi, Th. GÉraud, C. Adamsbaum and I. Bloch, A challenging issue: detection of white matter hyperintensities in neonatal brain MRI, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, September 2016, pp. 93-96.

Y. Yang, R. De Aldama, J. Atif and I. Bloch, Efficient Semantic Tableau Generation for Abduction in Propositional Logic, European Conference on Artificial Intelligence (ECAI), The Hague, The Netherlands, September 2016, pp. 1756-1757.

A. Belhomme, Y. Grenier, R. Badeau and E. Humbert, Anechoic phase estimation from reverberant signals, 15th International Workshop on Acoustic Signal Enhancement (IWAENC), Xi’an, China, September 2016 [PDF].

C. Meillier, P. Bianchi and W. Hachem, Two distributed algorithms for the deconvolution of large radio-interferometric multispectral images, Eusipco, September 2016.

A. Rana, G. Valenzise and F. Dufaux, Optimizing Tone Mapping Operators for Keypoint Detection under Illumination Changes, 2016 IEEE Workshop on Multimedia Signal Processing (MMSP 2016), Montreal, Canada, September 2016 [PDF] [hal-01349708].

A. Fiengo, G. Chierchia, M. Cagnazzo and B. Pesquet-Popescu, Convex optimization for frame-level rate allocation in MV-HEVC, IEEE International Conference on Image Processing, Phoenix, Arizona USA, September 2016.

M. Calemme, P. Zanuttigh, S. Milani, M. Cagnazzo and B. Pesquet-Popescu, Depth Map Coding with Elastic Contours and 3D Surface Prediction, IEEE International Conference on Image Processing, Phoenix, Arizona USA, September 2016.

S. Zheng, M. Antonini, M. Cagnazzo, M. Kieffer et al., Softcast with per-carrier Power-Constrained Channel, IEEE International Conference on Image Processing, Phoenix, Arizona USA, September 2016.

Th. Janssoone, Ch. Clavel, K. Bailly and G. Richard, Using Temporal Association Rules For the synthesis of Embodied Conversational Agent With a specific stance., International Conference on Intelligent Virtual Agents, Los Angeles, USA, September 2016, n° 16th [PDF].

R. Brault, N. Lim and F. d'Alché-Buc, Scaling up Vector Autoregressive Models With Operator-Valued Random Fourier Features, AALTD'16, Riva Del Garda, Italie, September 2016 [PDF].

W. Fan, G. Valenzise, F. Banterle and F. Dufaux, Forensic Detection of Inverse Tone Mapping in HDR images, IEEE International Conference on Image Processing (ICIP’2016), Phoenix, USA, September 2016 [hal-01433773].

B. Boyadjis, B. Pesquet-Popescu, F. Dufaux and C. Bergeron, Super-resolution of HEVC videos via convex optimization, IEEE International Conference on Image Processing (ICIP’2016), Phoenix, USA, September 2016 [hal-01433774].

B. Boyadjis, C. Bergeron, B. Pesquet-Popescu and F. Dufaux, Background simplification for ROI-oriented low bitrate video coding, IEEE International Workshop on Multimedia Signal Processing (MMSP 2016), Montreal, Canada, September 2016 [hal-01433775].

F. Weissgerber, Resolution enhancement of polarimetric images using a high resolution mono-channel image, EUSAR 2016: 11th European Conference on Synthetic Aperture Radar, September 2016.

M. Chiapino and A. Sabourin, Feature clustering for extreme events analysis, with application to extreme stream-flow data, ECML workshop "New Frontiers in Mining Complex Patterns" , Riva del guarda, Italie, September 2016 [PDF].

P. Riot, A. Almansa, Y. Gousseau and F. Tupin, Penalizing local correlations in the residual improves image denoising performance, Eusipco, September 2016.

G. Liu, J. Delon, Y. Gousseau and F. Tupin, Unsupervised change detection between multi-sensor high resolution satellite images, EUSIPCO, September 2016.

C. Laroche, H. Papadopoulos, M. Kowalski and G. Richard, Genre specific dictionaries for harmonic/percussive source separation, ISMIR, New York, USA, September 2016 [PDF].

F. Pecune, A. Cafaro, M. Ochs and C. Pelachaud, Evaluating Social Attitudes of a Virtual Tutor, Intelligent Virtual Agents, Los Angeles, Etats-Unis, September 2016 [PDF].

H. Sansen, G. Chollet, C. Glackin, K. Jokinen, A. Badii and M. I. Torres, The Roberta IRONSIDE project : A cognitive and physical robot coach for dependent persons, Handicap, Paris, September 2016.

E. Creager, N. Stein, R. Badeau and Ph. Depalle, Nonnegative tensor factorization with frequency modulation cues for blind audio source separation, 17th International Society for Music Information Retrieval (ISMIR) Conference, New York, NY, USA, August 2016 [PDF].

S. Leglaive, R. Badeau and G. Richard, Autoregressive Moving Average Modeling of Late Reverberation in the Frequency Domain, European Signal Processing Conference (EUSIPCO), Budapest, Hungary, August 2016 [PDF].

M. Karpushin, G. Valenzise and F. Dufaux, Keypoint detection in RGBD images based on an efficient viewpoint-covariant multiscale representation, 2016 European Signal Processing Conference (EUSIPCO), Budapest, Hongrie, August 2016 [hal-01349025].

Q. Hoarau, G. Ginholac, A. Atto, J. M. Nicolas and J. Ph. Ovarlez, Robust Adaptive Detection of Buried Pipes using GPR, EUSIPCO, Budapest, August 2016.

G. Terrasse, J. M. Nicolas, E. Trouvé and É. Drouet, Automatic localization of gas pipes from GPR imagery, EUSIPCO, Budapest, August 2016.

G. Terrasse, J. M. Nicolas, E. Trouvé and É. Drouet, Sparse decomposition of the GPR useful signal from hyperbola dictionary, EUSIPCO, Budapest, August 2016.

B. Cirstea and L. Likforman-Sulem, Tied Spatial Transformer Networks for Digit Recognition, ICFHR, Shenzen, Chine, August 2016.

B. Cirstea and L. Likforman-Sulem, Improving a deep convolutional neural network architecture for character recognition, Document Recognition and Retrieval, San Francisco, USA, August 2016.

E. Chammas, Ch. Mokbel et L. Likforman-Sulem, Exploitation de l'échelle d'écriture pour améliorer la reconnaissance automatique des textes manuscrits arabes, CIFED 2016, Toulouse, France, Août 2016.

T. Nabil, E. Moulines, F. Roueff, J.-M. Jicquel and A. Girard, Maximum likelihood estimation of a low order building model, Eusipco, Budapest, Hungary, August 2016, pp. 702-707.

C. Schretter, S. Bettens, D. Blinder, B. Pesquet-Popescu, M. Cagnazzo, F. Dufaux and P. Schelkens, Compressed digital holography: from micro towards macro , SPIE Applications of Digital Image Processing, San Diego, CA, USA, August 2016.

A. Dricot, J. Jung, M. Cagnazzo, B. Pesquet-Popescu and F. Dufaux, Improved integral images compression based on multi-view extraction, SPIE Applications of Digital Image Processing, San Diego, CA, USA, August 2016.

S. Durand and S. Essid, Downbeat Detection with Conditional Random Fields and Deep Learned Features, International Society for Music Information Retrieval (ISMIR), New York City, USA, August 2016, pp. 386-392 [PDF].

A. Reshef, C. Riddell, Y. Tousset, S. Ladjal and I. Bloch, Dual-rotation C-arm cone-beam computed tomography to increase low-contrast resolution, 4th International Conference on Image Formation in X-Ray Computed Tomography, Bamberg, Germany, July 2016, pp. 427-430.

S. Lobry, L. Denis et F. Tupin, Un modèle de décomposition pour la détection de changement dans les séries temporelles d’images RSO, RFIA, Clermont-Ferrand, France, Juillet 2016 [PDF].

S. Lobry, F. Tupin and L. Denis, A decomposition model for scatterers change detection in multi-temporal series of SAR images, IGARSS, Pékin, Chine, July 2016 [PDF].

J.-M. Nicolas and F. Tupin, Statistical models for SAR amplitude data: a unified vision through Mellin transform and Meijer functions, EUSIPCO, Budapest, Hungary, July 2016.

H. Sportouche, J.-M. Nicolas and F. Tupin, Mimick Capacity Of Generalized Gamma Distribution For High Resolution SAR Image Statistical Modeling, IGARSS, Beijing, China, July 2016 [PDF].

S. Réjichi, F. Chaabane and F. Tupin, VHR Satellite Image Time Series Analysis Using Expert Knowledge Modeling And User Assistance, IGARSS, Beijing, China, July 2016.

J. Wall, C. Glackin, N. Cannings, G. Chollet and N. Dugan, Recurrent Lateral Inhibitory Spiking Networks for Speech Enhancement, IJCNN, Vancouver, Canada, July 2016.

I. Maslowski, Quelles sont les caractéristiques des interactions problématiques entre des utilisateurs et un conseiller virtuel ?, JEP-TALN-RECITAL 2016, Paris, France, Juillet 2016, vol. 3, pp. 94-107 [hal-01355940].

E. Zerman, G. Valenzise and F. Dufaux, A dual modulation algorithm for accurate reproduction of high dynamic range video, 12th IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2016), Bordeaux, France, July 2016 [PDF] [hal-01362368] [DOI 10.1109/IVMSPW.2016.7528226].

C. Ozcinar, P. Lauga, G. Valenzise and F. Dufaux, HDR Video Coding based on a Temporally Constrained Tone Mapping Operator,, IEEE Digital Media Industry and Academic Forum, Santorini, Greece, July 2016 [hal-01433776].

Y. Bekhti, D. Strohmeier, M. Jas, R. Badeau and A. Gramfort, M/EEG source localization with multi-scale time-frequency dictionaries, PRNI, Trento, Italy, June 2016 [PDF].

U. Simsekli, R. Badeau, G. Richard and A. T. Cemgil, Stochastic Quasi-Newton Langevin Monte Carlo, ICML, New York, NY, USA, June 2016 [PDF].

Z. Qu, P. Richtárik, M. Takác and O. Fercoq, SDNA: stochastic dual newton ascent for empirical risk minimization, International Conference on Machine Learning, New York, États-Unis, June 2016 [PDF].

S. Lobry, F. Tupin and R. Fjortoft, Non-Uniform Markov Random Fields for Classification of SAR Images, EUSAR, Hambourg, Allemagne, June 2016 [PDF].

M. Jas, D. Engemann, F. Raimondo, Y. Bekhti and A. Gramfort, Automated rejection and repair of bad trials in MEG/EEG, PRNI, Trento, Italie, June 2016 [PDF] [https://hal.archives-ouvertes.fr/hal-01313458].

V. Hulusic, G. Valenzise, E. Provenzi, K. Debattista and F. Dufaux, Perceived Dynamic Range of HDR Images, IEEE International Conference on Quality of Multimedia Experience (QoMEX), Lisbon, Portugal, June 2016, pp. 1-6 [PDF].

A. Thomas, V. Feuillard, A. Gramfort and S. Clémençon, Learning Hyperparameters for Unsupervised Anomaly Detection., ICML, Anomaly Detection Workshop, NYC, USA, June 2016.

A. Purica, G. Valenzise, B. Pesquet-Popescu and F. Dufaux, Using region-of-interest for quality evaluation of DIBR-based view synthesis methods, 2016 Eighth International Conference on Quality of Multimedia Experience (QoMEX) , Lisbon, Portugal, June 2016, pp. 1-6 [PDF] [hal-01349801] [DOI 10.1109/QoMEX.2016.7498950].

M. Sangnier, J. Gauthier and A. Rakotomamonjy, Early and Reliable Event Detection Using Proximity Space Representation, International Conference on Machine Learning, New York City, June 2016 [PDF].

P. Ilhe, E. Moulines, F. Roueff and A. Souloumiac, Nonparametric estimation of a shot-noise process, IEEE Workshop on Statistical Signal Processing (SSP), Mallorque, Espagne, June 2016 [PDF].

R. Laby, F. Roueff and A. Gramfort, Anomaly Detection and Localisation using Mixed Graphical Models, ICML 2016 Anomaly Detection Workshop, New York, United States, June 2016 [PDF] [hal-01347167].

O. Niamut, E. Thomas, D. Mico, C. Concolato, F. Denoual and S. Y. Lim, MPEG DASH SRD - Spatial Relationship Description, ACM MMSys, Klagenfurt, Austria, May 2016 [PDF] [DOI 10.1145/2910017.2910606].

A.C. Furtado, I. Cheng, F. Dufaux and A. Basu, Robust Transmission of Motion Capture Data using Interleaved LDPC and Inverse Kinematics, EUROGRAPHICS 2016, Lisbon, Portugal, May 2016 [hal-01436116].

J. Le Feuvre and C. Concolato, Tiled-based Adaptive Streaming using MPEG-DASH, ACM MMSys, Klagenfurt, Austria, May 2016 [PDF] [DOI 10.1145/2910017.2910641].

R. Serizel, V. Bisot, S. Essid and G. Richard, Machine listening techniques as a complement to video image analysis in forensics, ICIP, May 2016 [PDF].

A. Dricot, J. Jung, M. Cagnazzo, F. Dufaux et B. Pesquet-Popescu, Schéma de compression d'images intégrales basé sur l'extraction de vues, Compression et Représentation des Signaux Audiovisuels, Nancy, France, Mai 2016.

J. F. Sánchez-Rada, B. Schüller, V. Patti, Ch. Clavel et al., Linked Data Models for Emotion and Sentiment Analysis W3C Community Group, LREC 2016 Workshop Emotion and Sentiment Analysis., May 2016.

M. Boughida and T. Boubekeur, Interactive Monte-Carlo Ray-Tracing Upsampling, Eurographics 2016 Poster Program, Lisbon, Portugal, May 2016.

P. Wang, X. Xu, B. Wang, L. S. Wang, Ch. Tu, X. Meng and T. Boubekeur, Efficient Point based Global Illumination on Intel MIC Architecture, Eurographics 2016 Poster Program, May 2016.

S. Ebrahimi, E. D. Angelini, L. Gajny and W. Skalli, LUMBAR SPINE POSTERIOR CORNER DETECTION IN X-RAYS USING HAAR-BASED FEATURES, IEEE International Symposium on Biomedical Imaging, Pragues, Czech Republic., April 2016, pp. 180-183.

S. Clémençon, A. Bellet, I. Colin and J. Salmon, Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions, ICML 2016, NYC, USA, April 2016.

W. Meiniel, Y. Gan, Ch. P. Hendon, J.-C. Olivo-Marin, A. D. Laine and E. D. Angelini, Sparsity-based simplification of spectral-domain optical coherence tomography images of cardiac samples, EEE International Symposium on Biomedial Imaging, Prague, République Tchèque, April 2016, pp. 373-376 [PDF] [DOI 10.1109/ISBI.2016.7493286].

D. Fitzgerald, A. Liutkus and R. Badeau, PROJET - Spatial Audio Separation using Projections, ICASSP, Shanghai, China, March 2016 [PDF].

P. Magron, R. Badeau and B. David, Complex NMF under phase constraints based on signal modeling: application to audio source separation, ICASSP, Shanghai, China, March 2016 [PDF].

U. Simsekli, R. Badeau, G. Richard and A. T. Cemgil, Stochastic thermodynamic integration: efficient Bayesian model selection via stochastic gradient MCMC, ICASSP, Shanghai, China, March 2016 [PDF].

F.-R. Stoter, A. Liutkus, R. Badeau, B. Edler and P. Magron, Common Fate Model for Unison Source Separation, ICASSP, Shanghai, China, March 2016 [PDF].

V. Bisot, R. Serizel, S. Essid and G. Richard, Acoustic scene classification with matrix factorization for unsupervised feature learning, ICASSP, Shangai, CHine, March 2016.

R. Serizel, S. Essid and G. Richard, Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification, ICASSP, Shangai, Chine, March 2016, pp. 5470 - 5474 [PDF].

A. Purica, M. Cagnazzo, B. Pesquet-Popescu, F. Dufaux and B. Ionescu, View synthesis based on temporal prediction via warped motion vector fields, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, China, March 2016 [hal-01287903].

M. Karpushin, G. Valenzise and F. Dufaux, An image smoothing operator for fast and accurate scale space approximation, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, China, March 2016.

F. Pecune, M. Ochs, S. Marsella and C. Pelachaud, SOCRATES: from SOCial Relation to ATtitude ExpressionS, AAMAS, Singapour, March 2016 [PDF].

K. Nathwani, M. Daniel, G. Richard, B. David and V. Roussarie, Formant shifting for speech Intelligibility improvement in car noise environment, ICASSP, Shanghai, Chine, March 2016.

H. Sansen, S. Schlögl, D. Petrovska-Delacrétaz, C. Glackin, J. Boudy, A. Badii, G. Chollet and M. I. Torres, The Roberta Ironside project: A dialog capable humanoid personal assistant in a wheelchair for dependent persons, ATSIP, Monastir, Tunisie, March 2016.

A. Belhomme, Y. Grenier, R. Badeau and E. Humbert, Blind estimation of room acoustic parameters using kernel regression, AES 60th Conference, Leuven, Belgium, February 2016 [PDF].

S. Mirzaei, P. Milhorat, J. Boudy, G. Chollet and M. Kurimo, Experiments on adaptation methods to improve acoustic modeling for French speech recognition, ICPRAM, Rome, Italie, February 2016.

J. Olaso, J. Himmelsbach, S. Schlögl, P. Milhorat, J. Boudy, G. Chollet and M. I. Torres, A multi-lingual evaluation of the vAssist spoken dialog system: Comparing Disco and RavenClaw, IWSDS, Riekonlinna, Finland, January 2016.

H. Urien, I. Buvat, N. Rougon, S. Boughdad and I. Bloch, 3D PET-driven multi-phase segmentation of menigiomas in MRI , International Symposium on Biomedical Imaging (ISBI'16), Prague, Czech Republic, 2016, pp. 407-410.

Y. Yang, J. Atif and I. Bloch, Abductive reasoning for image interpretation based on spatial concrete domains and description logics, Conférence Nationale en Intelligence Artificielle RFIA-CNIA, Clermont-Ferrand, France, 2016, pp. 191-198.

H. Urien, I. Buvat, N. F. Rougon and I. Bloch, A 3D hierarchical multimodal detection and segmentation method for multiple sclerosis lesions in MRI, MICCAI MSSEG Challenge, Athens, Greece, 2016, pp. 69-74.

C. F. Ocampo Blandon and Y. Gousseau, Non-local exposure fusion, ICIARP, 2016.

G. Liu, Y. Gousseau and G.-S. Xia, Texture Synthesis through Convolutional Neural Networks and Spectrum Constraints, icpr, 2016.

M. Lagarrigue, F. Rossant, I. Bloch, M.-H. Errera and M. Pâques, Segmentation of retinal vessels in adaptive optics images for assessment of vasculitis, International Conference on Image Processing Theory, Tools and Applications (IPTA), Oulu, Finland, 2016.

W. Hachem, A. Moustakas and L. Pastur, Time and frequency selective Ricean MIMO capacity: an ergodic operator approach, ISIT, Barcelone, 2016.

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