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(6.59 MB). Cross-modal Embeddings for Video and Audio Retrieval. In ECCV 2018 Women in Computer Vision Workshop. Munich, Germany: Springer; 2018. (1.07 MB)
(1.07 MB). Cross-modal Neural Sign Language Translation. In: . Proceedings of the 27th ACM International Conference on Multimedia - Doctoral Symposium. Nice, France: ACM; 2019. (392.69 KB)
(392.69 KB). Disentangling Motion, Foreground and Background Features in Videos. In CVPR 2017 Workshop Brave New Motion Representations. 2017. (370.64 KB)
(370.64 KB). Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster. In International Conference on Computational Science (ICCS). Zurich, Switzerland: Elsevier; 2017. (576.67 KB)
(576.67 KB). Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. In International Conference on Machine Learning (ICML) 2020. 2020. (6.89 MB)
(6.89 MB). Hierarchical Object Detection with Deep Reinforcement Learning. In Deep Reinforcement Learning Workshop, NIPS 2016. 2016. (877.51 KB)
(877.51 KB). How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language. In CVPR 2021. 2021. (5.94 MB)
(5.94 MB). Recurrent Neural Networks for Semantic Instance Segmentation. In CVPR 2018 DeepVision Workshop. 2018. (199.14 KB)
(199.14 KB). Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters. In 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid). Madrid, Spain: IEEE; 2017.
. Sign Language Translation from Instructional Videos. In CVPR 2023 Women in Computer Vision Workshop. Vancouver, Canada: Computer Vision Foundation / IEEE; In Press. (4.64 MB)
(4.64 MB). Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. In International Conference on Learning Representations (ICLR). 2018.
. Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22. In EMNLP 2022 Seventh Conference on Machine Translation (WMT22). 2022. (295.68 KB)
(295.68 KB). Temporal-aware Cross-modal Embeddings for Video and Audio Retrieval. In NIPS 2017 Women in Machine Learning Workshop (WiML). Long Beach, CA, USA: NIPS 2017 Women in Machine Learning Workshop; 2017. (155.1 KB)
(155.1 KB). Topic Detection in Continuous Sign Language Videos. In Accessibility, Vision, and Autonomy Meet (AVA) CVPR Workshop. 2022. (1.82 MB)
(1.82 MB). Towards Speech to Sign Language Translation. In ECCV 2018 Workshop on Shortcomings in Vision and Language. 2018. (142.48 KB)
(142.48 KB). Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks. In ICASSP. Brighton, UK: IEEE; 2019. (4.42 MB)
(4.42 MB). Mask-guided sample selection for Semi-Supervised Instance Segmentation. Multimedia Tools and Applications. 2020;. (2.2 MB)
(2.2 MB). RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation. Multimedia Tools and Applications. 2022;. (5.78 MB)
(5.78 MB). Detection-aided medical image segmentation using deep learning. . 2017. (7.07 MB)
(7.07 MB). Object Tracking in Video with TensorFlow. . 2016. (22.63 MB)
(22.63 MB). Data and methods for a visual understanding of sign languages. . Signal Theory and Communications. 2022.
. Deep Learning that Scales: Leveraging Compute and Data. . Computer Architecture. [Barcelona, Catalonia]: Universitat Politècnica de Catalunya; 2020. (8.55 MB)
(8.55 MB). Image and Video Object Segmentation in Low Supervision Scenarios. . Computer Architectures. [Barcelona]: Universitat Politecnica de Catalunya; 2021.