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RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation

Oct 01, 2020
Miriam Bellver, Carles Ventura, Carina Silberer, Ioannis Kazakos, Jordi Torres, Xavier Giro-i-Nieto


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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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How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language

Aug 18, 2020
Amanda Duarte, Shruti Palaskar, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, Xavier Giro-i-Nieto

* Presented as an extended abstract at the Sign Language Recognition, Translation & Production workshop (SLRTP) at European Conference on Computer Vision 2020 

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Improving accuracy and speeding up Document Image Classification through parallel systems

Jun 16, 2020
Javier Ferrando, Juan Luis Dominguez, Jordi Torres, Raul Garcia, David Garcia, Daniel Garrido, Jordi Cortada, Mateo Valero


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Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills

Feb 14, 2020
VĂ­ctor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giro-i-Nieto, Jordi Torres

* 17 pages, 11 figures 

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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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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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Importance Weighted Evolution Strategies

Nov 12, 2018
VĂ­ctor Campos, Xavier Giro-i-Nieto, Jordi Torres

* NIPS Deep Reinforcement Learning Workshop 2018 

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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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SalGAN: Visual Saliency Prediction with Generative Adversarial Networks

Jul 01, 2018
Junting Pan, Cristian Canton Ferrer, Kevin McGuinness, Noel E. O'Connor, Jordi Torres, Elisa Sayrol, Xavier Giro-i-Nieto

* Submitted for review to Computer Vision and Image Understanding (CVIU) 

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Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks

Feb 05, 2018
Victor Campos, Brendan Jou, Xavier Giro-i-Nieto, Jordi Torres, Shih-Fu Chang

* Accepted as conference paper at ICLR 2018 

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Cross-modal Embeddings for Video and Audio Retrieval

Jan 07, 2018
Didac SurĂ­s, Amanda Duarte, Amaia Salvador, Jordi Torres, Xavier GirĂł-i-Nieto

* 6 pages, 3 figures 

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Detection-aided liver lesion segmentation using deep learning

Nov 29, 2017
Miriam Bellver, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Xavier Giro-i-Nieto, Jordi Torres, Luc Van Gool

* NIPS 2017 Workshop on Machine Learning for Health (ML4H) 

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Disentangling Motion, Foreground and Background Features in Videos

Jul 17, 2017
Xunyu Lin, Victor Campos, Xavier Giro-i-Nieto, Jordi Torres, Cristian Canton Ferrer

* Poster presented at the CVPR 2017 Workshop Brave New Ideas for Motion Representations in Videos 

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Hierarchical Object Detection with Deep Reinforcement Learning

Nov 25, 2016
Miriam Bellver, Xavier Giro-i-Nieto, Ferran Marques, Jordi Torres

* Deep Reinforcement Learning Workshop (NIPS 2016). Project page at https://imatge-upc.github.io/detection-2016-nipsws/ 

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