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Author Riccardo Del Chiaro; Bartlomiej Twardowski; Andrew Bagdanov; Joost Van de Weijer edit   pdf
openurl 
  Title (down) Recurrent attention to transient tasks for continual image captioning Type Conference Article
  Year 2020 Publication 34th Conference on Neural Information Processing Systems Abbreviated Journal  
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  Abstract Research on continual learning has led to a variety of approaches to mitigating catastrophic forgetting in feed-forward classification networks. Until now surprisingly little attention has been focused on continual learning of recurrent models applied to problems like image captioning. In this paper we take a systematic look at continual learning of LSTM-based models for image captioning. We propose an attention-based approach that explicitly accommodates the transient nature of vocabularies in continual image captioning tasks -- i.e. that task vocabularies are not disjoint. We call our method Recurrent Attention to Transient Tasks (RATT), and also show how to adapt continual learning approaches based on weight egularization and knowledge distillation to recurrent continual learning problems. We apply our approaches to incremental image captioning problem on two new continual learning benchmarks we define using the MS-COCO and Flickr30 datasets. Our results demonstrate that RATT is able to sequentially learn five captioning tasks while incurring no forgetting of previously learned ones.  
  Address virtual; December 2020  
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  Area Expedition Conference NEURIPS  
  Notes LAMP; 600.120 Approved no  
  Call Number Admin @ si @ CTB2020 Serial 3484  
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Author Carme Julia; Angel Sappa; Felipe Lumbreras; Antonio Lopez edit   pdf
openurl 
  Title (down) Recovery of Surface Normals and Reflectance from Different Lighting Conditions Type Conference Article
  Year 2008 Publication 5th International Conference on Image Analysis and Recognition Abbreviated Journal  
  Volume 5112 Issue Pages 315–325  
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  Series Editor Series Title Abbreviated Series Title LNCS  
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  Notes ADAS Approved no  
  Call Number ADAS @ adas @ JSL2008c Serial 1014  
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Author Matthias S. Keil; Gabriel Cristobal; Thorsten Hansen; Heiko Neumann edit  openurl
  Title (down) Recovering real-world images from single-scale boundaries with a novel filling-in architecture Type Journal
  Year 2005 Publication Neural Networks 18(10):1319–1331 (IF: 1.665) Abbreviated Journal  
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  Notes Approved no  
  Call Number Admin @ si @ KCH2005 Serial 576  
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Author Jordi Vitria; J. Llacer edit  openurl
  Title (down) Recovering Depth from Focus Using Iterative image Estimation Techniques. Type Miscellaneous
  Year 1993 Publication Tech.Report BL–35158, Lawrence Berkeley Laboratory. Abbreviated Journal  
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  Address University of California; Berkeley; USA;  
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  Notes OR;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ ViL1993 Serial 142  
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Author Jordi Vitria; J. Llacer edit  openurl
  Title (down) Recovering brightness and depth from focus using the Expectation-Maximization Algorithm. Type Miscellaneous
  Year 1995 Publication VI National Simposium on Pattern Recognition and image Analysis Abbreviated Journal  
  Volume Issue Pages  
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  Address Cordoba  
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  Notes OR;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ ViL1995 Serial 134  
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Author Oriol Rodriguez-Leor; J. Mauri; Eduard Fernandez-Nofrerias; C. Garcia; R. Villuendas; Vicente del Valle; Debora Gil; Petia Radeva edit  openurl
  Title (down) Reconstruction of a spatio-temporal model of the intima layer from intravascular ultrasound sequences Type Journal Article
  Year 2003 Publication European Heart Journal Abbreviated Journal  
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  Area Expedition Conference ESC Congress  
  Notes IAM;MILAB Approved no  
  Call Number IAM @ iam @ RMF2003c Serial 1641  
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Author Karla Lizbeth Caballero; Joel Barajas; Oriol Pujol edit  openurl
  Title (down) Reconstructing IVUS Images for an Accurate Tissue Classification Type Conference Article
  Year 2007 Publication Proceedings of the Second International Conference on Computer Vision Theory and Applications Abbreviated Journal  
  Volume Special Sessions Issue Pages 113–119  
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  Address Barcelona (Spain)  
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  Area Expedition Conference VISAPP  
  Notes MILAB;HuPBA Approved no  
  Call Number BCNPCL @ bcnpcl @ CBP2007 Serial 926  
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Author Jordi Vitria; J. Llacer edit  doi
openurl 
  Title (down) Reconstructing 3D light microscopic images using the EM algorithm Type Journal
  Year 1996 Publication Pattern Recognition Letters Abbreviated Journal  
  Volume 17 Issue 14 Pages 1491–1498  
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  Notes OR;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ ViL1996 Serial 74  
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Author X. Binefa; Jordi Vitria; Maria Vanrell edit  openurl
  Title (down) Reconstruccion tridimensional de imagenes Microscopicas. Type Miscellaneous
  Year 1992 Publication V Simposium Nacional de Reconocimiento de Formas y Analisis de Imagenes Abbreviated Journal  
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  Notes OR;CIC;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ BVV1992b Serial 255  
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Author M. Gomez; J. Mauri; Eduard Fernandez-Nofrerias; Oriol Rodriguez-Leor; Carme Julia; Debora Gil; Petia Radeva edit  openurl
  Title (down) Reconstrucción de un modelo espacio-temporal de la luz del vaso a partir de secuencias de ecografía intracoronaria Type Conference Article
  Year 2002 Publication XXXVIII Congreso Nacional de la Sociedad Española de Cardiología. Abbreviated Journal  
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  Notes IAM;ADAS;MILAB Approved no  
  Call Number IAM @ iam @ GMF2002d Serial 1516  
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Author Enric Marti; Jordi Vitria; Alberto Sanfeliu edit   pdf
isbn  openurl
  Title (down) Reconocimiento de Formas y Análisis de Imágenes Type Book Whole
  Year 1998 Publication Asociación Española de Reconocimientos de Formas y Análisis de Imágenes Abbreviated Journal  
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  Abstract Los sistemas actuales de reconocimiento automático del lenguaje oral se basan en dos etapas básicas de procesado: la parametrización, que extrae la evolución temporal de los parámetros que caracterizan la voz, y el reconocimiento propiamente dicho, que identifica la cadena de palabras de la elocución recibida con ayuda de los modelos que representan el conocimiento adquirido en la etapa de aprendizaje. Tomando como línea divisoria la palabra, dichos modelos son de tipo acústicofonético o gramatical. Los primeros caracterizan las palabras incluidas en el vocabulario de la aplicación o tarea a la que está orientado el sistema de reconocimiento, usando a menudo para ello modelos de unidades de habla de extensión inferior a la palabra, es decir, de unidades subléxicas. Por otro lado, la gramática incluye el conocimiento acerca de las combinaciones permitidas de palabras para formar las frases o su probabilidad. Queda fuera del esquema la denominada comprensión del habla, que utiliza adicionalmente el conocimiento semántico y pragmático para captar el significado de la elocución de entrada al sistema a partir de la cadena (o cadenas alternativas) de palabras que suministra el reconocedor.  
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  ISSN ISBN 84–922529–4–4 Medium  
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  Notes IAM;OR;MV Approved no  
  Call Number IAM @ iam @ MVS1998 Serial 1620  
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Author Joan Carbo; A. Martinez; Jordi Vitria edit  openurl
  Title (down) Reconocimiento de caras Type Report
  Year 1996 Publication CVC Technical Report #18 Abbreviated Journal  
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  Address CVC (UAB)  
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  Notes OR;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ CMV1996 Serial 529  
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Author V. Chapaprieta edit  openurl
  Title (down) Reconocimiento de caracteres manuscritos mediante modelos de distribucion de puntos (PDM) Type Report
  Year 2000 Publication CVC Technical Report #41 Abbreviated Journal  
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  Address CVC (UAB)  
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  Notes Approved no  
  Call Number Admin @ si @ Cha2000 Serial 342  
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Author David Guillamet edit  openurl
  Title (down) Reconeixement d´objectes en entorns poc controlats mitjançant metodes estadistics Type Report
  Year 1999 Publication CVC Technical Report #30 Abbreviated Journal  
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  Address CVC (UAB)  
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  Notes Approved no  
  Call Number Admin @ si @ Gui1999 Serial 51  
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Author M. Navarro edit  openurl
  Title (down) Reconeixement d´objectes amb metodes basats en color: avaluacio en un entorn poc controlat Type Report
  Year 1999 Publication CVC Technical Report #28 Abbreviated Journal  
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  Address CVC (UAB)  
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  Notes Approved no  
  Call Number Admin @ si @ Nav1999 Serial 190  
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