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Author |
Joan Serrat; Antonio Lopez |
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Title  |
Una experiencia de Enginyeria del Software amb ABP |
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Miscellaneous |
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2006 |
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III Jornada de Campus d’Innovacio Docent |
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Bellaterra (Spain) |
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ADAS |
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ADAS @ adas @ SeL2006 |
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941 |
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Author |
Enric Marti; Ferran Poveda; Antoni Gurgui; Jaume Rocarias; Debora Gil; Aura Hernandez-Sabate |
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Title |
Una experiencia de estructura, funcionamiento y evaluación de la asignatura de graficos por computador con metodologia de aprendizaje basado en proyectos |
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Miscellaneous |
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2013 |
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IV Congreso Internacional UNIVEST |
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IV Congreso Internacional UNIVEST |
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UNIVEST |
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IAM; ADAS |
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no |
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Admin @ si @ MPG2013b |
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2384 |
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Author |
Enric Marti; Debora Gil; Carme Julia |
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Title |
Una experiencia de PBL en la docencia de la asignatura de Graficos por Computador en Ingenieria Informatica |
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Miscellaneous |
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2006 |
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IV Contreso Internacional de Docencia Universitaria e Innovacion |
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1 |
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375 |
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Barcelona (Spain) |
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IAM;ADAS; |
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no |
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IAM @ iam @ MGJ2006b |
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931 |
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Author |
Enric Marti; Carme Julia; Debora Gil |
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Title |
Una experiencia de PBL en la docencia de la asignatura de Graficos por Computador en Ingenieria Informatica |
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Miscellaneous |
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2006 |
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IV Congreso Internacional Docencia Universitaria e Innovacion (CIDUI´06) |
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Barcelona |
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IAM;ADAS; |
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no |
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IAM @ iam @ MJG2006b |
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1123 |
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Author |
Enric Marti; Ferran Poveda; Antoni Gurgui; Jaume Rocarias; Debora Gil |
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Title |
Una propuesta de seguimiento, tutorías on line y evaluación en la metodología de Aprendizaje Basado en Proyectos |
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Miscellaneous |
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2013 |
Publication |
IV Congreso Internacional UNIVEST |
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Poster |
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Girona |
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UNIVEST |
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IAM |
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no |
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Admin @ si @ MPG2013a |
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2304 |
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Author |
Jose Manuel Alvarez; Felipe Lumbreras; Antonio Lopez; Theo Gevers |
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Title |
Understanding Road Scenes using Visual Cues |
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Miscellaneous |
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2012 |
Publication |
European Conference on Computer Vision |
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DEMO |
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Florence; Italy |
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ISE |
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no |
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Admin @ si @ ALL2012 |
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2795 |
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Author |
Juan Andrade; T. Alejandra Vidal; A. Sanfeliu |
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Title |
Unscented transformation of vehicle states in SLAM |
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Miscellaneous |
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2005 |
Publication |
Proceedings of the IEEE International Conference on Robotics and Automation, 324–329 |
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Barcelona (Spain) |
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no |
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Admin @ si @ AVS2005c |
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591 |
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Author |
Shiqi Yang; Yaxing Wang; Joost Van de Weijer; Luis Herranz |
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Title |
Unsupervised Domain Adaptation without Source Data by Casting a BAIT |
Type |
Miscellaneous |
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Year |
2020 |
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Arxiv |
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Abstract |
arXiv:2010.12427
Unsupervised domain adaptation (UDA) aims to transfer the knowledge learned from a labeled source domain to an unlabeled target domain. Existing UDA methods require access to source data during adaptation, which may not be feasible in some real-world applications. In this paper, we address the source-free unsupervised domain adaptation (SFUDA) problem, where only the source model is available during the adaptation. We propose a method named BAIT to address SFUDA. Specifically, given only the source model, with the source classifier head fixed, we introduce a new learnable classifier. When adapting to the target domain, class prototypes of the new added classifier will act as a bait. They will first approach the target features which deviate from prototypes of the source classifier due to domain shift. Then those target features are pulled towards the corresponding prototypes of the source classifier, thus achieving feature alignment with the source classifier in the absence of source data. Experimental results show that the proposed method achieves state-of-the-art performance on several benchmark datasets compared with existing UDA and SFUDA methods. |
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LAMP; 600.120 |
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Admin @ si @ YWW2020 |
Serial |
3539 |
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Author |
David Guillamet; Jordi Vitria |
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Title |
Unsupervised Learning of Part-Based Representations |
Type |
Miscellaneous |
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Year |
2001 |
Publication |
Proceedings 9th International Conference CAIP 2001,700–708, W. Skarbek (Ed.): Computer Analysis of Images and Patterns, LNCS 2059, Springer Verlag, 123–134. |
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OR;MV |
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BCNPCL @ bcnpcl @ GVi2001b |
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106 |
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Author |
David Guillamet; Jordi Vitria |
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Title |
Unsupervised Learning of Structural Object Representations |
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Miscellaneous |
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2001 |
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Proceedings of the IX Spanish Symposium on Pattern Recognition and Image Analysis, 2:73–78 |
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OR;MV |
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BCNPCL @ bcnpcl @ GuV2001b |
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102 |
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Author |
Angel Sappa; Niki Aifanti; Sotiris Malassiotis; Michael G. Strintzis |
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Title |
Unsupervised Motion Classification by means of Efficient Feature Selection and Tracking |
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2004 |
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IEEE Int. Symp. on 3D Data Processing, Visualization and Transmission |
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Thessaloniki (Greece) |
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ADAS @ adas @ SAM2004a |
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456 |
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Author |
Daniel Ponsa; Xavier Roca |
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Title |
Unsupervised Parameterisation of Gaussian Mixture Models |
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2002 |
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ADAS;ISE |
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ADAS @ adas @ PoR2002c |
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313 |
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Author |
Maya Dimitrova; N. Kushmerick; Petia Radeva; Juan J. Villanueva |
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Title |
User Assesment of a Visual Genre Classifier |
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2003 |
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Proceedings of the 3rd IASTED Int. Conference Visualization, Imaging and Image Processing |
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MILAB |
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BCNPCL @ bcnpcl @ DKR2003 |
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372 |
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Author |
M. Bressan; David Guillamet; Jordi Vitria |
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Title |
Using a local ICA Representation of High Dimensional Data for Object Recognition and Classification. |
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2001 |
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Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR). |
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Hawaii |
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OR;MV |
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BCNPCL @ bcnpcl @ BGV2001 |
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75 |
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M. Bressan; David Guillamet; Jordi Vitria |
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Title |
Using an ICA representation of local color histograms for object recognition. |
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2000 |
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Butlleti de l´ ACIA, 22:300–307. |
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OR;MV |
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BCNPCL @ bcnpcl @ BGV2000 |
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338 |
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