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ORCIDVictor Campos 0001
Person information
- affiliation: DeepMind, London, United Kingdom
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Books and Theses
- 2020
[b1]Víctor Campos Camúñez:
Deep learning that scales: leveraging compute and data. Polytechnic University of Catalonia, Spain, 2020
Journal Articles
- 2017
- [j1]Victor Campos, Brendan Jou, Xavier Giró-i-Nieto
:
From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction. Image Vis. Comput. 65: 15-22 (2017)
Conference and Workshop Papers
- 2023
- [c9]Steven Kapturowski, Victor Campos, Ray Jiang, Nemanja Rakicevic, Hado van Hasselt, Charles Blundell, Adrià Puigdomènech Badia:
Human-level Atari 200x faster. ICLR 2023 - 2020
- [c8]Victor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giró-i-Nieto, Jordi Torres:
Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. ICML 2020: 1317-1327 - 2019
- [c7]Devansh Arpit, Víctor Campos, Yoshua Bengio:
How to Initialize your Network? Robust Initialization for WeightNorm & ResNets. NeurIPS 2019: 10900-10909 - 2018
- [c6]Víctor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang:
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. ICLR (Poster) 2018 - [c5]Daniel Fojo, Víctor Campos, Xavier Giró-i-Nieto:
Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks. ICLR (Workshop) 2018 - 2017
- [c4]Victor Campos, Francesc Sastre, Maurici Yagües, Jordi Torres, Xavier Giró-i-Nieto:
Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters. CCGrid 2017: 677-682 - [c3]Victor Campos, Francesc Sastre, Maurici Yagües, Miriam Bellver, Xavier Giró-i-Nieto, Jordi Torres:
Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster. ICCS 2017: 315-324 - [c2]Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang:
More Cat than Cute?: Interpretable Prediction of Adjective-Noun Pairs. MUSA2@MM 2017: 61-69 - 2015
- [c1]Victor Campos, Amaia Salvador, Xavier Giró-i-Nieto, Brendan Jou:
Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction. ASM@ACM Multimedia 2015: 57-62
Informal and Other Publications
- 2022
- [i11]Steven Kapturowski, Víctor Campos, Ray Jiang, Nemanja Rakicevic, Hado van Hasselt, Charles Blundell, Adrià Puigdomènech Badia:
Human-level Atari 200x faster. CoRR abs/2209.07550 (2022) - 2021
- [i10]Víctor Campos, Pablo Sprechmann, Steven Hansen, André Barreto, Steven Kapturowski, Alex Vitvitskyi, Adrià Puigdomènech Badia, Charles Blundell:
Coverage as a Principle for Discovering Transferable Behavior in Reinforcement Learning. CoRR abs/2102.13515 (2021) - 2020
- [i9]Víctor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giró-i-Nieto, Jordi Torres:
Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. CoRR abs/2002.03647 (2020) - 2019
- [i8]Devansh Arpit, Victor Campos, Yoshua Bengio:
How to Initialize your Network? Robust Initialization for WeightNorm & ResNets. CoRR abs/1906.02341 (2019) - 2018
- [i7]Daniel Fojo, Víctor Campos, Xavier Giró-i-Nieto:
Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks. CoRR abs/1803.08165 (2018) - [i6]Víctor Campos, Xavier Giró-i-Nieto, Jordi Torres:
Importance Weighted Evolution Strategies. CoRR abs/1811.04624 (2018) - 2017
- [i5]Xunyu Lin, Victor Campos, Xavier Giró-i-Nieto, Jordi Torres, Cristian Canton-Ferrer:
Disentangling Motion, Foreground and Background Features in Videos. CoRR abs/1707.04092 (2017) - [i4]Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang:
More cat than cute? Interpretable Prediction of Adjective-Noun Pairs. CoRR abs/1708.06039 (2017) - [i3]Victor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang:
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. CoRR abs/1708.06834 (2017) - 2016
- [i2]Victor Campos, Brendan Jou, Xavier Giró-i-Nieto:
From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction. CoRR abs/1604.03489 (2016) - 2015
- [i1]Victor Campos, Amaia Salvador, Brendan Jou, Xavier Giró-i-Nieto:
Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction. CoRR abs/1508.05056 (2015)
Coauthor Index
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