Lorenzo Torresani

|Non-specific Courtesy Appt

Academic Appointments

Joseph E. Aoun Professor, Khoury College of Computer Sciences, Northeastern University

Non-Dartmouth Location

HB 6211

Computer Science

G. Bertasius, H. Wang, and L. Torresani. "Is space-time attention all you need for video understanding?" International Conference on Machine Learning, ICML, 2021.
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.

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.
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.
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.