Conference Papers by Víctor Camposback

2020
V. Campos, Trott, A., Xiong, C., Socher, R., Giró-i-Nieto, X., and Torres, J., “Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills”, in International Conference on Machine Learning (ICML) 2020, 2020. (6.89 MB)
2018
A. Salvador, Bellver, M., Baradad, M., Campos, V., Marqués, F., Torres, J., and Giró-i-Nieto, X., “Recurrent Neural Networks for Semantic Instance Segmentation”, in ECCV 2018 Women in Computer Vision (WiCV) Workshop, 2018. (2.55 MB)
V. Campos, Jou, B., Giró-i-Nieto, X., Torres, J., and Chang, S. - F., “Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks”, in International Conference on Learning Representations (ICLR), 2018.
D. Fojo, Campos, V., and Giró-i-Nieto, X., “Comparing Fixed and Adaptive Computation Time for Recurrent Neural Network”, in International Conference on Learning Representations (ICLR), Vancouver, Canada, 2018. (515.54 KB)
A. Salvador, Bellver, M., Baradad, M., Campos, V., Marqués, F., Torres, J., and Giró-i-Nieto, X., “Recurrent Neural Networks for Semantic Instance Segmentation”, in CVPR 2018 DeepVision Workshop, 2018. (199.14 KB)
V. Campos, Giró-i-Nieto, X., and Torres, J., “Importance Weighted Evolution Strategies”, in NeurIPS 2018 Deep Reinforcement Learning Workshop , Montreal, Quebec, 2018. (362.25 KB)
2017
J. Torres, Sastre, F., Yagües, M., Campos, V., and Giró-i-Nieto, X., “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, 2017.
V. Campos, Sastre, F., Yagües, M., Bellver, M., Giró-i-Nieto, X., and Torres, J., “Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster”, in International Conference on Computational Science (ICCS), Zurich, Switzerland, 2017. (576.67 KB)
X. Lin, Campos, V., Giró-i-Nieto, X., Torres, J., and Canton-Ferrer, C., “Disentangling Motion, Foreground and Background Features in Videos”, in CVPR 2017 Workshop Brave New Motion Representations, 2017. (370.64 KB)
D. Fernàndez, Woodward, A., Campos, V., Jou, B., Giró-i-Nieto, X., and Chang, S. - F., “More cat than cute? Interpretable Prediction of Adjective-Noun Pairs”, in ACM Multimedia 2017 Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes, Mountain View, CA (USA), 2017. (9.62 MB)
V. Campos, Jou, B., Giró-i-Nieto, X., Torres, J., and Chang, S. - F., “Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks”, in NIPS Time Series Workshop 2017, Long Beach, CA, USA, 2017. (427.72 KB)
2015
V. Campos, Salvador, A., Giró-i-Nieto, X., and Jou, B., “Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction”, in 1st International Workshop on Affect and Sentiment in Multimedia, Brisbane, Australia, 2015. (506.22 KB)