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Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning


Mar 24, 2021
Amaia Salvador, Erhan Gundogdu, Loris Bazzani, Michael Donoser

* CVPR 2021 

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Mask-guided sample selection for Semi-Supervised Instance Segmentation


Aug 25, 2020
Miriam Bellver, Amaia Salvador, Jordi Torres, Xavier Giro-i-Nieto

* Preprint submitted to Multimedia Tools and Applications 

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WiCV 2019: The Sixth Women In Computer Vision Workshop


Sep 23, 2019
Irene Amerini, Elena Balashova, Sayna Ebrahimi, Kathryn Leonard, Arsha Nagrani, Amaia Salvador

* The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2019, pp. 0-0 
* Report of the Sixth Women In Computer Vision Workshop 

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Budget-aware Semi-Supervised Semantic and Instance Segmentation


May 23, 2019
Miriam Bellver, Amaia Salvador, Jordi Torres, Xavier Giro-i-Nieto

* To appear in CVPR-W 2019 (DeepVision workshop) 

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Elucidating image-to-set prediction: An analysis of models, losses and datasets


Apr 11, 2019
Luis Pineda, Amaia Salvador, Michal Drozdzal, Adriana Romero


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Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks


Mar 25, 2019
Amanda Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giro-i-Nieto

* ICASSP 2019. Projevct website at https://imatge-upc.github.io/wav2pix/ 

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RVOS: End-to-End Recurrent Network for Video Object Segmentation


Mar 13, 2019
Carles Ventura, Miriam Bellver, Andreu Girbau, Amaia Salvador, Ferran Marques, Xavier Giro-i-Nieto

* CVPR 2019 camera ready. Project website: https://imatge-upc.github.io/rvos/ 

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Inverse Cooking: Recipe Generation from Food Images


Dec 14, 2018
Amaia Salvador, Michal Drozdzal, Xavier Giro-i-Nieto, Adriana Romero


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Recipe1M: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images


Oct 14, 2018
Javier Marin, Aritro Biswas, Ferda Ofli, Nicholas Hynes, Amaia Salvador, Yusuf Aytar, Ingmar Weber, Antonio Torralba

* Submitted to Transactions on Pattern Analysis and Machine Intelligence 

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Recurrent Neural Networks for Semantic Instance Segmentation


Sep 03, 2018
Amaia Salvador, Miriam Bellver, Victor Campos, Manel Baradad, Ferran Marques, Jordi Torres, Xavier Giro-i-Nieto

* Extended abstract of this work was presented at CVPR 2018 DeepVision Workshop 

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Cross-modal Embeddings for Video and Audio Retrieval


Jan 07, 2018
Didac Sur铆s, Amanda Duarte, Amaia Salvador, Jordi Torres, Xavier Gir贸-i-Nieto

* 6 pages, 3 figures 

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Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks


Mar 02, 2017
Alberto Montes, Amaia Salvador, Santiago Pascual, Xavier Giro-i-Nieto

* Best Poster Award at the 1st NIPS Workshop on Large Scale Computer Vision Systems (Barcelona, December 2016). Source code available at https://imatge-upc.github.io/activitynet-2016-cvprw/ 

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Faster R-CNN Features for Instance Search


Apr 29, 2016
Amaia Salvador, Xavier Giro-i-Nieto, Ferran Marques, Shin'ichi Satoh

* DeepVision Workshop in CVPR 2016 

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Bags of Local Convolutional Features for Scalable Instance Search


Apr 15, 2016
Eva Mohedano, Amaia Salvador, Kevin McGuinness, Ferran Marques, Noel E. O'Connor, Xavier Giro-i-Nieto

* Preprint of a short paper accepted in the ACM International Conference on Multimedia Retrieval (ICMR) 2016 (New York City, NY, USA) 

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Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction


Aug 24, 2015
Victor Campos, Amaia Salvador, Brendan Jou, Xavier Gir贸-i-Nieto

* Preprint of the paper accepted at the 1st Workshop on Affect and Sentiment in Multimedia (ASM), in ACM MultiMedia 2015. Brisbane, Australia 

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Quality Control in Crowdsourced Object Segmentation


May 01, 2015
Ferran Cabezas, Axel Carlier, Amaia Salvador, Xavier Gir贸-i-Nieto, Vincent Charvillat

* Paper accepted at the IEEE International Conference on Image Processing (ICIP) 2015. Quebec City, 27-30 September 2015 

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Cultural Event Recognition with Visual ConvNets and Temporal Models


Apr 24, 2015
Amaia Salvador, Matthias Zeppelzauer, Daniel Manchon-Vizuete, Andrea Calafell, Xavier Giro-i-Nieto

* Initial version of the paper accepted at the CVPR Workshop ChaLearn Looking at People 2015 

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Exploring EEG for Object Detection and Retrieval


Apr 09, 2015
Eva Mohedano, Amaia Salvador, Sergi Porta, Xavier Gir贸-i-Nieto, Graham Healy, Kevin McGuinness, Noel O'Connor, Alan F. Smeaton

* This preprint is the full version of a short paper accepted in the ACM International Conference on Multimedia Retrieval (ICMR) 2015 (Shanghai, China) 

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