The UPC Image and Video Processing Group (GPI) is a research group of the Signal Theory and Communications department. Since April 2018, GPI is part of IDEAI, the Intelligent Data Science and Artificial Intelligence Research Center. GPI is located in the Barcelona Knowledge Campus, the first Campus of International Excellence in Spain, a joint initiative of UB and UPC universities.

Sign Language Translation from Instructional Videos - CVPR 2023 Workshops
8:50
Sign Language Translation from Instructional Videos - CVPR 2023 Workshops
Weights&Biases for Research and Education - Webinar
52:04
Weights&Biases for Research and Education - Webinar
Sign Language Video Retrieval with Free-Form Textual Queries | Amanda Duarte | CVPR 2022
4:25
Sign Language Video Retrieval with Free-Form Textual Queries | Amanda Duarte | CVPR 2022
Data and methods for a visual understanding of sign languages | Amanda Duarte Phd | UPC 2022
43:26
Data and methods for a visual understanding of sign languages | Amanda Duarte Phd | UPC 2022
Sign Language Translation based on Transformers for How2Sign | Patricia Cabot Álvarez | UPC 2022
21:20
Sign Language Translation based on Transformers for How2Sign | Patricia Cabot Álvarez | UPC 2022
The Transformer - Xavier Giro-i-Nieto - UPC TelecomBCN Barcelona 2021
37:23
The Transformer - Xavier Giro-i-Nieto - UPC TelecomBCN Barcelona 2021
Attention Mechanisms - Xavier Giro-i-Nieto - UPC TelecomBCN Barcelona 2021
55:32
Attention Mechanisms - Xavier Giro-i-Nieto - UPC TelecomBCN Barcelona 2021
Object Detection with Deep Learning, Xavier Giró & Carles Ventura, VSS 2021
1:24:42
Object Detection with Deep Learning, Xavier Giró & Carles Ventura, VSS 2021
Sign Language Translation and Production - Xavier Giro-i-Nieto - IMVIP Dublin 2021
54:18
Sign Language Translation and Production - Xavier Giro-i-Nieto - IMVIP Dublin 2021
Unsupervised skill learning from pixels - Roger Creus - UPC GCED Barcelona 2021
20:41
Unsupervised skill learning from pixels - Roger Creus - UPC GCED Barcelona 2021
PixInWav: Hiding Pixels in music with Deep Steganography - Margarita Geleta - UPC Barcelona 2020
19:27
PixInWav: Hiding Pixels in music with Deep Steganography - Margarita Geleta - UPC Barcelona 2020
Introduction to Image Segmentation - ISSonDL 2020
52:24
Introduction to Image Segmentation - ISSonDL 2020
Discovery and Learning of Navigation Goals from Pixels in Minecraft, Juan José Nieto Salas, UPC 2021
31:25
Discovery and Learning of Navigation Goals from Pixels in Minecraft, Juan José Nieto Salas, UPC 2021
2D-to-3D Lifting of Sign Language Body Poses with Recurrent Neural Network
20:37
2D-to-3D Lifting of Sign Language Body Poses with Recurrent Neural Network
Demo of PixelEDL: Unsupervised Skill Discovery and Learning from Pixels
1:29
Demo of PixelEDL: Unsupervised Skill Discovery and Learning from Pixels
Míriam Bellver PhD, Image and Video Object Segmentation in Low Supervision Scenarios. UPC 2021.
53:51
Míriam Bellver PhD, Image and Video Object Segmentation in Low Supervision Scenarios. UPC 2021.
Deep learning that scales: leveraging compute and data - Víctor Campos PhD - UPC Barcelona 2020
1:02:34
Deep learning that scales: leveraging compute and data - Víctor Campos PhD - UPC Barcelona 2020
T11. Interpretabilitat de xarxes neuronals profundes - Xavier Giró - UPC TelecomBCN 2020
1:04:08
T11. Interpretabilitat de xarxes neuronals profundes - Xavier Giró - UPC TelecomBCN 2020
Self-Supervised Audio-Visual Learning - Xavier Giro-i-Nieto - UPC TelecomBCN Barcelona 2020
1:17:34
Self-Supervised Audio-Visual Learning - Xavier Giro-i-Nieto - UPC TelecomBCN Barcelona 2020
Reinforcement Learning for Real-world Robotics - Ignasi Clavera - UPC TelecomBCN Barcelona 2020
38:20
Reinforcement Learning for Real-world Robotics - Ignasi Clavera - UPC TelecomBCN Barcelona 2020
T4 Mecanismes d'Atenció
44:48
T4 Mecanismes d'Atenció
T13 Generative Adversarial Networks GAN - Xavier Giro - UPC TelecomBCN Barcelona 2020
45:11
T13 Generative Adversarial Networks GAN - Xavier Giro - UPC TelecomBCN Barcelona 2020
T11 Recurrent Neural Networks - Xavier Giro-i-Nieto - UPC TelecomBCN Barcelona 2020
57:28
T11 Recurrent Neural Networks - Xavier Giro-i-Nieto - UPC TelecomBCN Barcelona 2020
DL2 Xarxes Adversaries Generatives (GAN) - Xavier Giró - UPC TelecomBCN Barcelona 2020
20:53
DL2 Xarxes Adversaries Generatives (GAN) - Xavier Giró - UPC TelecomBCN Barcelona 2020
DL1 Transferència de l'aprenentatge - Xavier Giró - UPC TelecomBCN Barcelona 2020
18:54
DL1 Transferència de l'aprenentatge - Xavier Giró - UPC TelecomBCN Barcelona 2020
L6. LLuitant contra el sobre-entrenament - Xavier Giró - UPC ESEIAAT 2020
39:31
L6. LLuitant contra el sobre-entrenament - Xavier Giró - UPC ESEIAAT 2020
L6. Com entrenar una xarxa neuronal - Xavier Giró - UPC ESEIAAT 2020
33:30
L6. Com entrenar una xarxa neuronal - Xavier Giró - UPC ESEIAAT 2020
Language and Vision with Deep Learning - Xavier Giró - ACM ICMR 2020 (Tutorial)
1:12:59
Language and Vision with Deep Learning - Xavier Giró - ACM ICMR 2020 (Tutorial)
Towards RL that scales - Victor Campos - UPC TelecomBCN Barcelona 2020
36:38
Towards RL that scales - Victor Campos - UPC TelecomBCN Barcelona 2020
T9. Xarxes neuronals convolucionals (CNN, ConvNet) - Xavier Giró - UPC GDSA 2020
55:31
T9. Xarxes neuronals convolucionals (CNN, ConvNet) - Xavier Giró - UPC GDSA 2020