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papers

Publications (8)

SEEDS: Superpixels Extracted via Energy-Driven Sampling

Michael Van den Bergh, Xavier Boix, Gemma Roig +1

Theory of Deep Learning III: explaining the non-overfitting puzzle

Tomaso Poggio, Kenji Kawaguchi, Qianli Liao +5

Foveation-based Mechanisms Alleviate Adversarial Examples

Yan Luo, Xavier Boix, Gemma Roig +2

Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images

Sanjana Srivastava, Guy Ben-Yosef, Xavier Boix

Random Binary Mappings for Kernel Learning and Efficient SVM

Gemma Roig, Xavier Boix, Luc Van Gool

Herding Generalizes Diverse M -Best Solutions

Ece Ozkan, Gemma Roig, Orcun Goksel +1

Theory IIIb: Generalization in Deep Networks

Tomaso Poggio, Qianli Liao, Brando Miranda +3

Comment on "Ensemble Projection for Semi-supervised Image Classification"

Xavier Boix, Gemma Roig, Luc Van Gool