Víctor Campos
Contributions while at GPI
Journal Articles
“From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction”, Image and Vision Computing, 2017.![]() |
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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.![]() |
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“Recurrent Neural Networks for Semantic Instance Segmentation”, in ECCV 2018 Women in Computer Vision (WiCV) Workshop, 2018.![]() |
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“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.![]() |
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“Recurrent Neural Networks for Semantic Instance Segmentation”, in CVPR 2018 DeepVision Workshop, 2018.![]() |
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Theses
“Deep Learning that Scales: Leveraging Compute and Data”, Universitat Politècnica de Catalunya, Barcelona, Catalonia, 2020.![]() |
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Other
“Discovery and Learning of Navigation Goals from Pixels in Minecraft”. 2021.![]() |
, Ms Thesis |
“Video Understanding through the Disentanglement of Appearance and Motion”. 2018.![]() |
, Ms Thesis |
“Reproducing and Analyzing Adaptive Computation Time in PyTorch and TensorFlow”. 2018.![]() |
, Ms Thesis |
“Learning to Skip State Updates in Recurrent Neural Networks”. 2017.![]() |
, 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.![]() |
, Unpublished |
Research Areas
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Language and Vision | Internal | Feb 2016 | Dec 2021 |
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Multimodal Deep Reinforcement Learning | Internal | Sep 2016 | Jul 2021 |
Demos and Resources
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Sentiment maps generator | Software | Apr 2016 |