Lorenzo Torresani

Academic Appointments

Professor of Computer Science

Department(s): 
Cognitive Science
Computer Science
Education: 
Laurea Degree University of Milan
M.S. Stanford University
Ph.D. Stanford University

Selected Publications

G. Bertasius, and L. Torresani. “Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation,” IEEE Conference On Computer Vision and Pattern Recognition, CVPR, 2020.

B. Korbar, D. Tran, and L. Torresani. “Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization,” Advances in Neural Information Processing Systems, NeurIPS, 2018.

D. Tran, H. Wang, L. Torresani, J. Ray, Y. LeCun, and M. Paluri. “A Closer Look at Spatiotemporal Convolutions for Action Recognition,” IEEE Conference On Computer Vision and Pattern Recognition, CVPR, 2018.

D. Tran, L. Bourdev, R. Fergus, L. Torresani, and M. Paluri. “Learning Spatiotemporal Features with 3D Convolutional Networks,” IEEE International Conference On Computer Vision, ICCV, 2015.

G. Bertasius, J. Shi, and L. Torresani. “DeepEdge: A Multi-Scale Bifurcated Deep Network for Top- Down Contour Detection,” IEEE Conference On Computer Vision and Pattern Recognition, CVPR, 2015.

A. Bergamo, and L. Torresani. “Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach,” Advances in Neural Information Processing Systems, NIPS, 2010.

L. Torresani, M. Szummer, and A. Fitzgibbon. “Efficient Object Category Recognition Using Classemes,” European Conference On Computer Vision, ECCV, 2010.

L. Torresani, V. Kolmogorov, and C. Rother. “Feature Correspondence via Graph Matching: Models and Global Optimization,” European Conference On Computer Vision, ECCV, 2008.

L. Torresani, A. Hertzmann, and C. Bregler. “Non-Rigid Structure-From-Motion: Estimating Shape and Motion with Hierarchical Priors.” IEEE Transactions on Pattern Analysis and Machine Intelligence, TPAMI, 30(5):878-892, May 2008

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