Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Transcription-Enriched Joint Embeddings for Spoken Descriptions of Images and Videos

Jun 01, 2020
Benet Oriol, Jordi Luque, Ferran Diego, Xavier Giro-i-Nieto

* Accepted for presentation at EPIC@CVPR2020 workshop 

  Access Paper or Ask Questions

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

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

* 17 pages, 11 figures 

  Access Paper or Ask Questions

Recurrent Instance Segmentation using Sequences of Referring Expressions

Nov 05, 2019
Alba Herrera-Palacio, Carles Ventura, Carina Silberer, Ionut-Teodor Sorodoc, Gemma Boleda, Xavier Giro-i-Nieto

* 3rd NeurIPS Workshop on Visually Grounded Interaction and Language (ViGIL, 2019) 

  Access Paper or Ask Questions

Automatic Reminiscence Therapy for Dementia

Oct 25, 2019
Mariona Caros, Maite Garolera, Petia Radeva, Xavier Giro-i-Nieto

* MSc thesis at TelecomBCN, Universitat Politecnica de Catalunya 2019 

  Access Paper or Ask Questions

Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation

Oct 05, 2019
Benet Oriol Sabat, Cristian Canton Ferrer, Xavier Giro-i-Nieto

* AI for Social Good Workshop at NeurIPS 2019 (short paper) 

  Access Paper or Ask Questions

Simple vs complex temporal recurrences for video saliency prediction

Jul 16, 2019
Panagiotis Linardos, Eva Mohedano, Juan Jose Nieto, Noel E. O'Connor, Xavier Giro-i-Nieto, Kevin McGuinness

* Accepted at BMVC 2019 

  Access Paper or Ask Questions

Temporal recurrences for video saliency prediction

Jul 11, 2019
Panagiotis Linardos, Eva Mohedano, Juan Jose Nieto, Noel E. O'Connor, Xavier Giro-i-Nieto, Kevin McGuinness

* Accepted at BMVC 2019 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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/ 

  Access Paper or Ask Questions

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/ 

  Access Paper or Ask Questions

Inverse Cooking: Recipe Generation from Food Images

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


  Access Paper or Ask Questions

Importance Weighted Evolution Strategies

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

* NIPS Deep Reinforcement Learning Workshop 2018 

  Access Paper or Ask Questions

Temporal Saliency Adaptation in Egocentric Videos

Sep 04, 2018
Panagiotis Linardos, Eva Mohedano, Monica Cherto, Cathal Gurrin, Xavier Giro-i-Nieto

* Extended abstract at the ECCV 2018 Workshop on Egocentric Perception, Interaction and Computing (EPIC) 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks

Sep 03, 2018
Marc Assens, Xavier Giro-i-Nieto, Kevin McGuinness, Noel E. O'Connor

* ECCV 2018 Workshop on Egocentric Perception, Interaction and Computing (EPIC). This work obtained the 2nd award in Prediction of Head-gaze Scan-paths for Images, and the 2nd award in Prediction of Eye-gaze Scan-paths for Images at the IEEE ICME 2018 Salient360! Challenge 

  Access Paper or Ask Questions

Online Detection of Action Start in Untrimmed, Streaming Videos

Jul 23, 2018
Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giro-i-Nieto, Shih-Fu Chang

* Accepted by ECCV'18 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks

Mar 21, 2018
Daniel Fojo, Víctor Campos, Xavier Giro-i-Nieto

* Accepted as workshop paper at ICLR 2018 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

Saliency Weighted Convolutional Features for Instance Search

Nov 29, 2017
Eva Mohedano, Kevin McGuinness, Xavier Giro-i-Nieto, Noel E. O'Connor


  Access Paper or Ask Questions

Cost-Effective Active Learning for Melanoma Segmentation

Nov 28, 2017
Marc Gorriz, Axel Carlier, Emmanuel Faure, Xavier Giro-i-Nieto

* NIPS ML4H 2017 workshop 

  Access Paper or Ask Questions

More cat than cute? Interpretable Prediction of Adjective-Noun Pairs

Aug 21, 2017
Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giro-i-Nieto, Brendan Jou, Shih-Fu Chang

* Oral paper at ACM Multimedia 2017 Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes (MUSA2) 

  Access Paper or Ask Questions

SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes

Aug 17, 2017
Marc Assens, Kevin McGuinness, Xavier Giro-i-Nieto, Noel E. O'Connor

* Winner of the Best Scan-path Award at the Salient360!: Visual attention modeling for 360 degrees Images Grand Challenge of ICME 2017. Presented at the ICCV 2017 Workshop on Egocentric Perception, Interaction and Computing (EPIC) 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions