Bruna, Joan

Intriguing properties of neural networks

Szegedy, C., Zaremba, W., Sutskever, I., Bruna, J., Erhan, D., Goodfellow, I., & Fergus, R. (2013) · arXiv

Adversarial Robustness in Machine LearningNeural Networks and Applications

Cited by 8,143

Spectral Networks and Locally Connected Networks on Graphs

Bruna, J., Zaremba, W., Szlam, A., & LeCun, Y. (2013) · arXiv

Advanced Graph Neural NetworksNeural Networks and Applications

Cited by 3,983

Geometric Deep Learning: Going beyond Euclidean data

Bronstein, M. M., Bruna, J., LeCun, Y., Szlam, A., & Vandergheynst, P. (2017) · IEEE Signal Processing Magazine

Advanced Graph Neural NetworksTopological and Geometric Data Analysis

Cited by 3,661

Invariant Scattering Convolution Networks

Bruna, J., & Mallat, S. (2013) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Mathematical Analysis and Transform MethodsImage Retrieval and Classification Techniques

Cited by 1,633

Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation

Denton, R., Zaremba, W., Bruna, J., LeCun, Y., & Fergus, R. (2014) · arXiv

Advanced Neural Network ApplicationsParallel Computing and Optimization Techniques

Cited by 1,414

Deep Convolutional Networks on Graph-Structured Data

Henaff, M., Bruna, J., & LeCun, Y. (2015) · arXiv

Advanced Graph Neural NetworksNeural Networks and Applications

Cited by 1,255

A mathematical motivation for complex-valued convolutional networks

Tygert, M., Bruna, J., Chintala, S., LeCun, Y., Piantino, S., & Szlam, A. (2016) · Neural Computation

Mathematical Analysis and Transform MethodsNeural Networks and Applications

Cited by 88