Xavier Boix

According to our database1, Xavier Boix authored at least 33 papers between 2009 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2020
On the Capability of Neural Networks to Generalize to Unseen Category-Pose Combinations.
CoRR, 2020

Is Robustness To Transformations Driven by Invariant Neural Representations?
CoRR, 2020

2019
Removable and/or Repeated Units Emerge in Overparametrized Deep Neural Networks.
CoRR, 2019

Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Theory IIIb: Generalization in Deep Networks.
CoRR, 2018

Theory of Deep Learning III: explaining the non-overfitting puzzle.
CoRR, 2018

2017
Reports on the 2017 AAAI Spring Symposium Series.
AI Mag., 2017

Predicting When Eye Fixations Are Consistent.
Proceedings of the 2017 AAAI Spring Symposia, 2017

Eccentricity Dependent Deep Neural Networks: Modeling Invariance in Human Vision.
Proceedings of the 2017 AAAI Spring Symposia, 2017

Active Video Summarization: Customized Summaries via On-line Interaction with the User.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Learning to Predict Sequences of Human Visual Fixations.
IEEE Trans. Neural Networks Learn. Syst., 2016

Herding Generalizes Diverse M -Best Solutions.
CoRR, 2016

Predicting When Saliency Maps are Accurate and Eye Fixations Consistent.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
SEEDS: Superpixels Extracted Via Energy-Driven Sampling.
Int. J. Comput. Vis., 2015

Foveation-based Mechanisms Alleviate Adversarial Examples.
CoRR, 2015

SALICON: Reducing the Semantic Gap in Saliency Prediction by Adapting Deep Neural Networks.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Saliency Prediction with Active Semantic Segmentation.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Comment on "Ensemble Projection for Semi-supervised Image Classification".
CoRR, 2014

Self-Adaptable Templates for Feature Coding.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Reconstruction of Inextensible Surfaces on a Budget via Bootstrapping.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Random Binary Mappings for Kernel Learning and Efficient SVM.
CoRR, 2013

Active MAP Inference in CRFs for Efficient Semantic Segmentation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Online Video SEEDS for Temporal Window Objectness.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Sparse Quantization for Patch Description.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Harmony Potentials - Fusing Global and Local Scale for Semantic Image Segmentation.
Int. J. Comput. Vis., 2012

On-line semantic perception using uncertainty.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Nested Sparse Quantization for Efficient Feature Coding.
Proceedings of the Computer Vision - ECCV 2012, 2012

SEEDS: Superpixels Extracted via Energy-Driven Sampling.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Conditional Random Fields for multi-camera object detection.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Are spatial and global constraints really necessary for segmentation?
Proceedings of the IEEE International Conference on Computer Vision, 2011

Hierarchical CRF with product label spaces for parts-based models.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010
Harmony potentials for joint classification and segmentation.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Optimal feature selection for subspace image matching.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009


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