Lorenzo Torresani

Selected Publications

• 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.