Víctor Campos

Contributions while at GPI

Journal Articles

2017
V. Campos, Jou, B., and Giró-i-Nieto, X., “From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction”, Image and Vision Computing, 2017. DOI Google Scholar BibTex (1.92 MB)

Book Chapters and Books

2018
V. Campos, Giró-i-Nieto, X., Jou, B., Torres, J., and Chang, S. - F., “Sentiment concept embedding for visual affect recognition”, in Multimodal Behavior Analysis in theWild, 1st ed., Elsevier, 2018. Google Scholar BibTex

Conference Papers

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. Google Scholar BibTex (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. Google Scholar BibTex (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. Google Scholar BibTex
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. Google Scholar BibTex (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. Google Scholar BibTex (199.14 KB)

Theses

2020
V. Campos, “Deep Learning that Scales: Leveraging Compute and Data”, Universitat Politècnica de Catalunya, Barcelona, Catalonia, 2020. Google Scholar BibTex (8.55 MB)

Other

2021
J. José Nieto, “Discovery and Learning of Navigation Goals from Pixels in Minecraft”. 2021. Google Scholar BibTex (16.15 MB)	Ms Thesis

2018
C. Arenas, “Video Understanding through the Disentanglement of Appearance and Motion”. 2018. Google Scholar BibTex (1.06 MB)	Ms Thesis
D. Fojo, “Reproducing and Analyzing Adaptive Computation Time in PyTorch and TensorFlow”. 2018. Google Scholar BibTex (1.41 MB)	Ms Thesis

2017
V. Campos, “Learning to Skip State Updates in Recurrent Neural Networks”. 2017. Google Scholar BibTex (961.49 KB)	Ms Thesis

2016
D. Fernàndez, Campos, V., Jou, B., Giró-i-Nieto, X., and 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. Barcelona, 2016. Google Scholar BibTex (3.11 MB)	Unpublished

Research Areas

	Language and Vision	Internal	Feb 2016	Dec 2021
	Multimodal Deep Reinforcement Learning	Internal	Sep 2016	Jul 2021

Demos and Resources

Sentiment maps generator

Software

Apr
2016