Learning to Augment with Feature Side-information.

Eric Bruno University of Geneva, Switzerland http://vision.unige.ch/members/EricBruno.html https://orcid.org/0000-0003-1106-4379 Amina Mollaysa Alexandros Kalousis Eric Bruno Maurits Diephuis Learning to Augment with Feature Side-information. 173-187 2019 ACML http://proceedings.mlr.press/v101/mollaysa19a.html conf/acml/2019 db/conf/acml/acml2019.html#MollaysaKBD19 Igor V. Tetko Pavel Karpov Eric Bruno Talia B. Kimber Guillaume Godin Augmentation Is What You Need! 831-835 2019 ICANN (Workshop) https://doi.org/10.1007/978-3-030-30493-5_79 conf/icann/2019w db/conf/icann/icann2019w.html#TetkoKBKG19

Talia B. Kimber Sebastian Engelke Igor V. Tetko Eric Bruno Guillaume Godin Synergy Effect between Convolutional Neural Networks and the Multiplicity of SMILES for Improvement of Molecular Prediction. 2018 abs/1812.04439 CoRR http://arxiv.org/abs/1812.04439 db/journals/corr/corr1812.html#abs-1812-04439

Donn Morrison Theodora Tsikrika Vera Hollink Arjen P. de Vries Eric Bruno Stéphane Marchand-Maillet Topic modelling of clickthrough data in image search. 493-515 2013 66 Multim. Tools Appl. 3 https://doi.org/10.1007/s11042-012-1038-8 db/journals/mta/mta66.html#MorrisonTHVBM13

Ke Sun 0001 Donn Morrison Eric Bruno Stéphane Marchand-Maillet Learning Representative Nodes in Social Networks. 25-36 2013 PAKDD (2) https://doi.org/10.1007/978-3-642-37456-2_3 conf/pakdd/2013-2 db/conf/pakdd/pakdd2013-2.html#SunMBM13 Ke Sun 0001 Eric Bruno Stéphane Marchand-Maillet Unsupervised skeleton learning for manifold denoising. 2719-2722 2012 ICPR https://ieeexplore.ieee.org/document/6460727/ conf/icpr/2012 db/conf/icpr/icpr2012.html#SunBM12 Ke Sun 0001 Eric Bruno Stéphane Marchand-Maillet Stochastic unfolding. 1-6 2012 MLSP https://doi.org/10.1109/MLSP.2012.6349713 conf/mlsp/2012 db/conf/mlsp/mlsp2012.html#SunBM12 Hisham Mohamed 0001 Marc von Wyl Eric Bruno Stéphane Marchand-Maillet Learning-Based Interactive Retrieval in Large-Scale Multimedia Collections. 1-17 2011 Adaptive Multimedia Retrieval https://doi.org/10.1007/978-3-642-37425-8_1 conf/amr/2011 db/conf/amr/amr2011.html#MohamedWBM11 Donn Morrison Stéphane Marchand-Maillet Eric Bruno Query log simulation for long-term learning in image retrieval. 55-60 2011 CBMI https://doi.org/10.1109/CBMI.2011.5972520 conf/cbmi/2011 db/conf/cbmi/cbmi2011.html#MorrisonMB11 Marc von Wyl Hisham Mohamed 0001 Eric Bruno Stéphane Marchand-Maillet A parallel cross-modal search engine over large-scale multimedia collections with interactive relevance feedback. 73 2011 ICMR https://doi.org/10.1145/1991996.1992069 conf/mir/2011 db/conf/mir/icmr2011.html#WylMBM11 Eniko Szekely Eric Bruno Stéphane Marchand-Maillet High-Dimensional Multimodal Distribution Embedding. 434-441 2010 ICDM Workshops https://doi.org/10.1109/ICDMW.2010.194 https://doi.ieeecomputersociety.org/10.1109/ICDMW.2010.194 conf/icdm/2010w db/conf/icdm/icdmw2010.html#SzekelyBM10 Donn Morrison Stéphane Marchand-Maillet Eric Bruno TagCaptcha: annotating images with CAPTCHAs. 1557-1558 2010 ACM Multimedia https://doi.org/10.1145/1873951.1874284 conf/mm/2010 db/conf/mm/mm2010.html#MorrisonMB10 Donn Morrison Stéphane Marchand-Maillet Eric Bruno Capturing the Semantics of User Interaction: A Review and Case Study. 269-299 2010 Emergent Web Intelligence https://doi.org/10.1007/978-1-84996-074-8_10 series/aikp/CBAH2011 db/series/aikp/CBAH2010.html#MorrisonMB10

Eric Bruno Stéphane Marchand-Maillet Multimodal Preference Aggregation for Multimedia Information Retrieval. 321-329 2009 4 J. Multim. 5 https://doi.org/10.4304/jmm.4.4.321-329 db/journals/jmm2/jmm4.html#BrunoM09

Jana Kludas Eric Bruno Stéphane Marchand-Maillet Can feature information interaction help for information fusion in multimedia problems? 57-71 2009 42 Multim. Tools Appl. 1 https://doi.org/10.1007/s11042-008-0251-y db/journals/mta/mta42.html#KludasBM09

Stéphane Marchand-Maillet Donn Morrison Eniko Szekely Jana Kludas Marc von Wyl Eric Bruno Mining Networked Media Collections. 1-11 2009 Adaptive Multimedia Retrieval https://doi.org/10.1007/978-3-642-18449-9_1 conf/amr/2009 db/conf/amr/amr2009.html#Marchand-MailletMSKVB09 Eniko Szekely Eric Bruno Stéphane Marchand-Maillet Unsupervised Discriminant Embedding in Cluster Spaces. 70-76 2009 KDIR conf/ic3k/2009kdir db/conf/ic3k/kdir2009.html#SzekelyBM09 Eniko Szekely Eric Bruno Stéphane Marchand-Maillet Unsupervised Quadratic Discriminant Embeddings Using Gaussian Mixture Models. 107-120 2009 IC3K https://doi.org/10.1007/978-3-642-19032-2_8 conf/ic3k/2009 db/conf/ic3k/ic3k2009.html#SzekelyBM09a Donn Morrison Stéphane Marchand-Maillet Eric Bruno TagCaptcha: annotating images with CAPTCHAs. 44-45 2009 KDD Workshop on Human Computation https://doi.org/10.1145/1600150.1600166 conf/kdd/2009hcomp db/conf/kdd/hcomp2009.html#MorrisonMB09 Eric Bruno Stéphane Marchand-Maillet Multiview clustering: a late fusion approach using latent models. 736-737 2009 SIGIR https://doi.org/10.1145/1571941.1572103 conf/sigir/2009 db/conf/sigir/sigir2009.html#BrunoM09 Stéphane Marchand-Maillet Eniko Szekely Eric Bruno Optimizing strategies for the exploration of social networks and associated data collections. 29-32 2009 WIAMIS https://doi.org/10.1109/WIAMIS.2009.5031424 https://doi.ieeecomputersociety.org/10.1109/WIAMIS.2009.5031424 conf/wiamis/2009 db/conf/wiamis/wiamis2009.html#Marchand-MailletSB09

Eric Bruno Nicolas Moënne-Loccoz Stéphane Marchand-Maillet Design of Multimodal Dissimilarity Spaces for Retrieval of Video Documents. 1520-1533 2008 30 IEEE Trans. Pattern Anal. Mach. Intell. 9 https://doi.org/10.1109/TPAMI.2007.70801 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2007.70801 https://www.wikidata.org/entity/Q51873263 db/journals/pami/pami30.html#BrunoMM08

Serhiy Kosinov Eric Bruno Stéphane Marchand-Maillet Spatially consistent partial matching for intra- and inter-image prototype selection. 516-524 2008 23 Signal Process. Image Commun. 7 https://doi.org/10.1016/j.image.2008.04.017 db/journals/spic/spic23.html#KosinovBM08

Donn Morrison Stéphane Marchand-Maillet Eric Bruno Semantic clustering of images using patterns of relevance feedback. 323-329 2008 CBMI https://doi.org/10.1109/CBMI.2008.4564964 conf/cbmi/2008 db/conf/cbmi/cbmi2008.html#MorrisonMB08 Donn Morrison Stéphane Marchand-Maillet Eric Bruno Automatic Image Annotation with Relevance Feedback and Latent Semantic Analysis. 71-84 2007 Adaptive Multimedia Retrieval https://doi.org/10.1007/978-3-540-79860-6_6 conf/amr/2007 db/conf/amr/amr2007.html#MorrisonMB07 Jana Kludas Eric Bruno Stéphane Marchand-Maillet Information Fusion in Multimedia Information Retrieval. 147-159 2007 Adaptive Multimedia Retrieval https://doi.org/10.1007/978-3-540-79860-6_12 conf/amr/2007 db/conf/amr/amr2007.html#KludasBM07 Eric Bruno Jana Kludas Stéphane Marchand-Maillet Combining multimodal preferences for multimedia information retrieval. 71-78 2007 conf/mir/2007 Multimedia Information Retrieval https://doi.org/10.1145/1290082.1290095 db/conf/mir/mir2007.html#BrunoKM07 Donn Morrison Stéphane Marchand-Maillet Eric Bruno Hierarchical Long-Term Learning for Automatic Image Annotation. 28-40 2007 conf/samt/2007 SAMT https://doi.org/10.1007/978-3-540-77051-0_3 db/conf/samt/samt2007.html#MorrisonMB07 Stéphane Marchand-Maillet Eric Bruno Andreas Nürnberger Marcin Detyniecki Adaptive Multimedia Retrieval: User, Context, and Feedback, 4th International Workshop, AMR 2006, Geneva, Switzerland, July 27-28, 2006, Revised Selected Papers Lecture Notes in Computer Science 4398 Springer 2007 978-3-540-71544-3 Adaptive Multimedia Retrieval https://doi.org/10.1007/978-3-540-71545-0 db/conf/amr/amr2006.html

Bruno Janvier Eric Bruno Thierry Pun Stéphane Marchand-Maillet Information-theoretic temporal segmentation of video and applications: multiscale keyframes selection and shot boundaries detection. 273-288 2006 30 Multim. Tools Appl. 3 https://doi.org/10.1007/s11042-006-0026-2 db/journals/mta/mta30.html#JanvierBPM06

Nicolas Moënne-Loccoz Bruno Janvier Stéphane Marchand-Maillet Eric Bruno Handling temporal heterogeneous data for content-based management of large video collections. 309-325 2006 31 Multim. Tools Appl. 3 https://doi.org/10.1007/s11042-006-0042-2 db/journals/mta/mta31.html#Moenne-LoccozJMB06

Nicolas Moënne-Loccoz Eric Bruno Stéphane Marchand-Maillet Local Feature Trajectories for Efficient Event-Based Indexing of Video Sequences. 82-91 2006 conf/civr/2006 CIVR https://doi.org/10.1007/11788034_9 db/conf/civr/civr2006.html#Moenne-LoccozBM06 Eric Bruno Nicolas Moënne-Loccoz Stéphane Marchand-Maillet Asymmetric Learning and Dissimilarity Spaces for Content-Based Retrieval. 330-339 2006 conf/civr/2006 CIVR https://doi.org/10.1007/11788034_34 db/conf/civr/civr2006.html#BrunoMM06 Nicolas Moënne-Loccoz Eric Bruno Stéphane Marchand-Maillet Interactive Retrieval of Video Sequences from Local Feature Dynamics. 128-140 2005 conf/amr/2005 Adaptive Multimedia Retrieval https://doi.org/10.1007/11670834_11 db/conf/amr/amr2005.html#Moenne-LoccozBM05 Eric Bruno Nicolas Moënne-Loccoz Stéphane Marchand-Maillet Learning User Queries in Multimodal Dissimilarity Spaces. 168-179 2005 conf/amr/2005 Adaptive Multimedia Retrieval https://doi.org/10.1007/11670834_14 db/conf/amr/amr2005.html#BrunoMM05 Bruno Janvier Eric Bruno Stéphane Marchand-Maillet Thierry Pun A contextual model for semantic video structuring. 1-4 2005 EUSIPCO https://ieeexplore.ieee.org/document/7078465/ conf/eusipco/2005 db/conf/eusipco/eusipco2005.html#JanvierBMP05 Nicolas Moënne-Loccoz Eric Bruno Stéphane Marchand-Maillet Interactive partial matching of video sequences in large collections. 1244-1247 2005 conf/icip/2005 ICIP (3) https://doi.org/10.1109/ICIP.2005.1530624 db/conf/icip/icip2005-3.html#Moenne-LoccozBM05

Eric Bruno Nicolas Moënne-Loccoz Stéphane Marchand-Maillet Unsupervised event discrimination based on nonlinear temporal modeling of activity content. 402-410 2004 7 Pattern Anal. Appl. 4 https://doi.org/10.1007/s10044-005-0242-9 db/journals/paa/paa7.html#BrunoMM04

Nicolas Moënne-Loccoz Eric Bruno Stéphane Marchand-Maillet Knowledge-based detection of events in video streams from salient regions of activity. 422-429 2004 7 Pattern Anal. Appl. 4 https://doi.org/10.1007/s10044-004-0235-0 db/journals/paa/paa7.html#Moenne-LoccozBM04

Nicolas Moënne-Loccoz Eric Bruno Stéphane Marchand-Maillet Video Content Representation as Salient Regions of Activity. 384-392 https://doi.org/10.1007/978-3-540-27814-6_46 2004 conf/civr/2004 CIVR db/conf/civr/civr2004.html#Moenne-LoccozBM04 Nicolas Moënne-Loccoz Bruno Janvier Stéphane Marchand-Maillet Eric Bruno Managing Video Collections at Large. 59-66 2004 conf/cvdb/2004 CVDB db/conf/cvdb/cvdb2004.html#Moenne-LoccozJMB04 https://doi.org/10.1145/1039470.1039484 Nicolas Moënne-Loccoz Bruno Janvier Stéphane Marchand-Maillet Eric Bruno An Integrated Framework for the Management of Video Collection. 101-110 https://doi.org/10.1007/978-3-540-30568-2_9 2004 conf/mlmi/2004 MLMI db/conf/mlmi/mlmi2004.html#Moenne-LoccozJMB04

Mathias Pingault Eric Bruno Denis Pellerin A robust multiscale B-spline function decomposition for estimating motion transparency. 1416-1426 2003 12 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2003.818357 https://www.wikidata.org/entity/Q51894833 db/journals/tip/tip12.html#PingaultBP03

Eric Bruno Denis Pellerin Robust motion estimation using spatial Gabor-like filters. 297-309 2002 82 Signal Process. 2 https://doi.org/10.1016/S0165-1684(01)00188-8 https://www.wikidata.org/entity/Q126556415 db/journals/sigpro/sigpro82.html#BrunoP02

Eric Bruno Denis Pellerin Video shot detection based on linear prediction of motion. 289-292 2002 ICME (1) https://doi.org/10.1109/ICME.2002.1035775 conf/icmcs/2002-1 db/conf/icmcs/icme2002-1.html#BrunoP02 Eric Bruno Denis Pellerin Video Structuring, Indexing and Retrieval Based on Global Motion Wavelet Coefficients. 287-290 2002 conf/icpr/2002 ICPR (3) https://doi.org/10.1109/ICPR.2002.1047851 https://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1047851 db/conf/icpr/icpr2002-3.html#BrunoP02 Eric Bruno Denis Pellerin Robust motion estimation using spatial Gabor filters. 1-4 2000 EUSIPCO https://ieeexplore.ieee.org/document/7075450/ conf/eusipco/2000 db/conf/eusipco/eusipco2000.html#BrunoP00 Eric Bruno Denis Pellerin Global Motion Fourier Series Expansion for Video Indexing and Retrieval. 327-337 https://doi.org/10.1007/3-540-40053-2_29 2000 conf/visual/2000 VISUAL db/conf/visual/visual2000.html#BrunoP00 Marcin Detyniecki Maurits Diephuis Sebastian Engelke Guillaume Godin Vera Hollink Bruno Janvier Alexandros Kalousis Pavel Karpov Talia B. Kimber Jana Kludas Serhiy Kosinov Stéphane Marchand-Maillet Nicolas Moënne-Loccoz Hisham Mohamed 0001 Amina Mollaysa Donn Morrison Andreas Nürnberger Denis Pellerin Mathias Pingault Thierry Pun Ke Sun 0001 Enikö SzékelyEniko Szekely Igor V. Tetko Theodora Tsikrika Arjen P. de Vries Marc von Wyl