Víctor Campos
Contributions while at GPI
Journal Articles
“From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction”, Image and Vision Computing, 2017. (1.92 MB) | ,
Book Chapters and Books
“Sentiment concept embedding for visual affect recognition”, in Multimodal Behavior Analysis in theWild, 1st ed., Elsevier, 2018. | ,
Conference Papers
“Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills”, in International Conference on Machine Learning (ICML) 2020, 2020. (6.89 MB) | ,
“Recurrent Neural Networks for Semantic Instance Segmentation”, in ECCV 2018 Women in Computer Vision (WiCV) Workshop, 2018. (2.55 MB) | ,
“Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks”, in International Conference on Learning Representations (ICLR), 2018. | ,
“Comparing Fixed and Adaptive Computation Time for Recurrent Neural Network”, in International Conference on Learning Representations (ICLR), Vancouver, Canada, 2018. (515.54 KB) | ,
“Recurrent Neural Networks for Semantic Instance Segmentation”, in CVPR 2018 DeepVision Workshop, 2018. (199.14 KB) | ,
Theses
“Deep Learning that Scales: Leveraging Compute and Data”, Universitat Politècnica de Catalunya, Barcelona, Catalonia, 2020. (8.55 MB) | ,
Other
“Discovery and Learning of Navigation Goals from Pixels in Minecraft”. 2021. (16.15 MB) | ,Ms Thesis |
“Video Understanding through the Disentanglement of Appearance and Motion”. 2018. (1.06 MB) | ,Ms Thesis |
“Reproducing and Analyzing Adaptive Computation Time in PyTorch and TensorFlow”. 2018. (1.41 MB) | ,Ms Thesis |
“Learning to Skip State Updates in Recurrent Neural Networks”. 2017. (961.49 KB) | ,Ms Thesis |
“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. (3.11 MB) | ,Unpublished |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 |