Josep M. Gonfaus

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 12

Top Topics

Attention Mechanism

Image Recognition

Expression Classification

Top Venues

IEEE Trans. Cybern.

Pattern Recognit.

Publications

Pau Rodríguez, Guillem Cucurull, Jordi Gonzàlez, Josep M. Gonfaus, Kamal Nasrollahi, Thomas B. Moeslund, F. Xavier Roca
Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification. IEEE Trans. Cybern. 52 (5) (2022)
Diego A. Velázquez, Pau Rodríguez, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzalez
A Closer Look at Embedding Propagation for Manifold Smoothing. J. Mach. Learn. Res. 23 (2022)
Diego A. Velázquez, Josep M. Gonfaus, Pau Rodríguez, F. Xavier Roca, Seiichi Ozawa, Jordi Gonzàlez
Logo Detection With No Priors. IEEE Access 9 (2021)
Pau Rodríguez, Diego Velazquez Dorta, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez
Pay Attention to the Activations: A Modular Attention Mechanism for Fine-Grained Image Recognition. IEEE Trans. Multim. 22 (2) (2020)
Pau Rodríguez López, Diego Velazquez Dorta, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez Sabaté
Pay attention to the activations: a modular attention mechanism for fine-grained image recognition. CoRR (2019)
Parichehr B. Ardakani, Diego Velazquez Dorta, Josep M. Gonfaus, Pau Rodríguez, F. Xavier Roca, Jordi Gonzàlez
Catastrophic Interference in Disguised Face Recognition. IbPRIA (2) (2019)
Pau Rodríguez, Josep M. Gonfaus, Guillem Cucurull, F. Xavier Roca, Jordi Gonzàlez
Attend and Rectify: a Gated Attention Mechanism for Fine-Grained Recovery. CoRR (2018)
Guillem Cucurull, Pau Rodríguez, V. Oguz Yazici, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez
Deep Inference of Personality Traits by Integrating Image and Word Use in Social Networks. CoRR (2018)
Pau Rodríguez, Josep M. Gonfaus, Guillem Cucurull, F. Xavier Roca, Jordi Gonzàlez
Attend and Rectify: A Gated Attention Mechanism for Fine-Grained Recovery. ECCV (8) (2018)
Pau Rodríguez, Jordi Gonzàlez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca
Regularizing CNNs with Locally Constrained Decorrelations. ICLR (Poster) (2017)
Pau Rodríguez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez
Age and gender recognition in the wild with deep attention. Pattern Recognit. 72 (2017)
Pau Rodríguez, Jordi Gonzàlez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca
Regularizing CNNs with Locally Constrained Decorrelations. CoRR (2016)
Josep M. Gonfaus, Marco Pedersoli, Jordi Gonzàlez, Andrea Vedaldi, F. Xavier Roca
Factorized appearances for object detection. Comput. Vis. Image Underst. 138 (2015)
Xavier Boix, Josep M. Gonfaus, Joost van de Weijer, Andrew D. Bagdanov, Joan Serrat Gual, Jordi Gonzàlez
Harmony Potentials - Fusing Global and Local Scale for Semantic Image Segmentation. Int. J. Comput. Vis. 96 (1) (2012)
Josep M. Gonfaus, Theo Gevers, Arjan Gijsenij, F. Xavier Roca, Jordi Gonzàlez
Edge classification using photo-geometric features. ICPR (2012)
Josep M. Gonfaus, Xavier Boix Bosch, Joost van de Weijer, Andrew D. Bagdanov, Joan Serrat Gual, Jordi Gonzàlez
Harmony potentials for joint classification and segmentation. CVPR (2010)