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H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction



Eduard Ramon , Gil Triginer , Janna Escur , Albert Pumarola , Jaime Garcia , Xavier Giro-i-Nieto , Francesc Moreno-Noguer


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Unsupervised Skill-Discovery and Skill-Learning in Minecraft



Juan José Nieto , Roger Creus , Xavier Giro-i-Nieto

* Accepted at ICML Unsupervised RL Workshop, 8 pages 

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PixInWav: Residual Steganography for Hiding Pixels in Audio



Margarita Geleta , Cristina Punti , Kevin McGuinness , Jordi Pons , Cristian Canton , Xavier Giro-i-Nieto

* Extended abstract presented in CVPR 2021 Women in Computer Vision Workshop 

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SynthRef: Generation of Synthetic Referring Expressions for Object Segmentation



Ioannis Kazakos , Carles Ventura , Miriam Bellver , Carina Silberer , Xavier Giro-i-Nieto

* Accepted as poster at the NAACL 2021 Visually Grounded Interaction and Language (ViGIL) Workshop. 4 pages. Project website: https://imatge-upc.github.io/synthref/ 

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Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data



Oscar Mañas , Alexandre Lacoste , Xavier Giro-i-Nieto , David Vazquez , Pau Rodriguez


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Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses



Lucas Ventura , Amanda Duarte , Xavier Giro-i-Nieto

* Video here: https://youtu.be/4ve1sGzWl2g 

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



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



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

* Preprint submitted to Multimedia Tools and Applications 

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