Our Publications

Selected work

ICCV

2019

Disentangling monocular 3d object detection

Disentangling monocular 3d object detection

Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Manuel López Antequera, Peter Kontschieder
Recurrent U-Net for Resource-Constrained Segmentation

Recurrent U-Net for Resource-Constrained Segmentation

Wei Wang, Kaicheng Yu, Joachim Hugonot, Pascal Fua, Mathieu Salzmann

ICIAP

2019

Regularized Evolutionary Algorithm for Dynamic Neural Topology Search

Regularized Evolutionary Algorithm for Dynamic Neural Topology Search

IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 41(3), pp. 712-725,

2019

Self-Paced Deep Learning for Weakly Supervised Object Detection

Enver Sangineto, Moin Nabi, Dubravko Culibrk, Niculae Sebe

International Conference on Green, Pervasive, and Cloud Computing

2019

Evaluating the four-way performance trade-off for stream classification

Victor G Turrisi da Costa, Everton Jose Santana, Jessica F Lopes, Sylvio Barbon

International Journal of Security and Networks

2019

Mobile Botnets Detection based on Machine Learning over System Calls

Victor G. Turrisi da Costa, Sylvio Barbon Jr., Rodrigo Sanches Miani, Joel J. P. C. Rodrigues, Bruno Bogaz Zarpelão.

NeurIPS

2019

Backpropagation-Friendly Eigendecomposition

Wei Wang, Zheng Dang, Yinlin Hu, Pascal Fua, Mathieu Salzmann

TIP

2019

CamStyle: A Novel Data Augmentation Method for Person Re-identification

CamStyle: A Novel Data Augmentation Method for Person Re-identification

Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang