Deep learning

Type Start End
Internal Jun 2014 Dec 2020
Responsible URL
Xavier Giró-i-Nieto

Publications

Montes A, Salvador A, Pascual-deLaPuente S, Giró-i-Nieto X. Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks. In: 1st NIPS Workshop on Large Scale Computer Vision Systems 2016. 1st NIPS Workshop on Large Scale Computer Vision Systems 2016. ; 2016. (5.66 MB)
Bellver M, Giró-i-Nieto X, Marqués F, Torres J. Hierarchical Object Detection with Deep Reinforcement Learning. In: Deep Reinforcement Learning Workshop, NIPS 2016. Deep Reinforcement Learning Workshop, NIPS 2016. ; 2016. (877.51 KB)
Fernàndez D, Campos V, Jou B, Giró-i-Nieto X, Chang S-F. Is a “happy dog” more “happy” than “dog”? - Adjective and Noun Contributions for Adjective-Noun Pair prediction. NIPS Women in Machine Learning Workshop. 2016 . (3.11 MB)
Casamitjana A, Puch S, Aduriz A, Sayrol E, Vilaplana V. 3D Convolutional Neural Networks for Brain Tumor Segmentation. In: MICCAI 2016 - Brain Lesion Workshop (BrainLes), Multimodal Brain Tumor Segmentation Challenge (BRATS). MICCAI 2016 - Brain Lesion Workshop (BrainLes), Multimodal Brain Tumor Segmentation Challenge (BRATS). ; 2016. (226.04 KB)
Carné-Herrera M, Giró-i-Nieto X, Gurrin C. EgoMemNet: Visual Memorability Adaptation to Egocentric Images. Las Vegas, NV, USA: 4th Workshop on Egocentric (First-Person) Vision, CVPR 2016; 2016. (265.4 KB)
Salvador A, Giró-i-Nieto X, Marqués F, Satoh S'ichi. Faster R-CNN Features for Instance Search. In: CVPR Workshop Deep Vision. CVPR Workshop Deep Vision. ; 2016. (2.77 MB)
Mohedano E, Salvador A, McGuinness K, Giró-i-Nieto X, O'Connor N, Marqués F. Bags of Local Convolutional Features for Scalable Instance Search. In: ACM International Conference on Multimedia Retrieval (ICMR). ACM International Conference on Multimedia Retrieval (ICMR). New York City, NY; USA: ACM; 2016. (3.73 MB)
Pan J, McGuinness K, Sayrol E, O'Connor N, Giró-i-Nieto X. Shallow and Deep Convolutional Networks for Saliency Prediction. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR. IEEE Conference on Computer Vision and Pattern Recognition, CVPR. Las Vegas, NV, USA: Computer Vision Foundation / IEEE; 2016. (466.13 KB)
Bellver M, Giró-i-Nieto X, Marqués F. Efficient search of objects in images using deep reinforcement learning. NIPS Women in Machine Learning Workshop. 2016 .
Masuda-Mora I, Pascual-deLaPuente S, Giró-i-Nieto X. Towards Automatic Generation of Question Answer Pairs from Images. Las Vegas, NV, USA: Visual Question Answering Challenge Workshop, CVPR 2016; 2016. (206.92 KB)

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