Victor Campos

According to our database, Victor Campos authored at least 14 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Human-level Atari 200x faster.

Steven Kapturowski, Victor Campos, Ray Jiang, Nemanja Rakicevic, Hado van Hasselt, Charles Blundell, Adrià Puigdomènech Badia

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Coverage as a Principle for Discovering Transferable Behavior in Reinforcement Learning.

Víctor Campos, Pablo Sprechmann, Steven Hansen, André Barreto, Steven Kapturowski, Alex Vitvitskyi, Adrià Puigdomènech Badia, Charles Blundell

CoRR, 2021

2020

Deep learning that scales: leveraging compute and data.

Víctor Campos Camúñez

PhD thesis, 2020

Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills.

Victor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giró-i-Nieto, Jordi Torres

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

How to Initialize your Network? Robust Initialization for WeightNorm & ResNets.

Devansh Arpit, Víctor Campos, Yoshua Bengio

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Importance Weighted Evolution Strategies.

Víctor Campos, Xavier Giró-i-Nieto, Jordi Torres

CoRR, 2018

Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks.

Daniel Fojo, Víctor Campos, Xavier Giró-i-Nieto

Proceedings of the 6th International Conference on Learning Representations, 2018

Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks.

Víctor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction.

Victor Campos, Brendan Jou, Xavier Giró-i-Nieto

Image Vis. Comput., 2017

Disentangling Motion, Foreground and Background Features in Videos.

Xunyu Lin, Victor Campos, Xavier Giró-i-Nieto, Jordi Torres, Cristian Canton-Ferrer

CoRR, 2017

More Cat than Cute?: Interpretable Prediction of Adjective-Noun Pairs.

Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang

Proceedings of the Workshop on Multimodal Understanding of Social, 2017

Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster.

Victor Campos, Francesc Sastre, Maurici Yagües, Miriam Bellver, Xavier Giró-i-Nieto, Jordi Torres

Proceedings of the International Conference on Computational Science, 2017

Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters.

Victor Campos, Francesc Sastre, Maurici Yagües, Jordi Torres, Xavier Giró-i-Nieto

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2015

Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction.

Victor Campos, Amaia Salvador, Xavier Giró-i-Nieto, Brendan Jou

Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, 2015