Torresani, Lorenzo

Learning Spatiotemporal Features with 3D Convolutional Networks

Tran, D., Bourdev, L., Fergus, R., Torresani, L., & Paluri, M. (2015) · 2015 IEEE International Conference on Computer Vision (ICCV)

Human Pose and Action RecognitionAdvanced Neural Network Applications

Cited by 9,593

A Closer Look at Spatiotemporal Convolutions for Action Recognition

Tran, D., Wang, H., Torresani, L., Ray, J., LeCun, Y., & Paluri, M. (2017) · arXiv

Human Pose and Action RecognitionHand Gesture Recognition Systems

Cited by 3,664

Is Space-Time Attention All You Need for Video Understanding?

Bertasius, G., Wang, H., & Torresani, L. (2021) · arXiv

Human Pose and Action RecognitionAdvanced Neural Network Applications

Cited by 1,663

Ego4D: Around the World in 3,000 Hours of Egocentric Video

Grauman, K., Westbury, A., Byrne, E., Chavis, Z., Furnari, A., Girdhar, R., Hamburger, J., Jiang, H., Liu, M., Liu, X., et al. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Human Pose and Action RecognitionContext-Aware Activity Recognition Systems

Cited by 630

Deep learning for classification of colorectal polyps on whole-slide images

Korbar, B., Olofson, A. M., Miraflor, A. P., Nicka, C. M., Suriawinata, M. A., Torresani, L., Suriawinata, A. A., & Hassanpour, S. (2017) · Journal of Pathology Informatics

AI in cancer detectionColorectal Cancer Screening and Detection

Cited by 349

Self-Supervised Learning by Cross-Modal Audio-Video Clustering

Alwassel, H., Mahajan, D., Korbar, B., Torresani, L., Ghanem, B., & Tran, D. (2019) · arXiv

Human Pose and Action RecognitionDomain Adaptation and Few-Shot Learning

Cited by 298

Self-taught object localization with deep networks

Bazzani, L., Bergamo, A., Anguelov, D., & Torresani, L. (2016) · 2016 IEEE Winter Conference on Applications of Computer Vision (WACV)

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 140

Resolution-based distillation for efficient histology image classification

DiPalma, J., Suriawinata, A. A., Tafe, L. J., Torresani, L., & Hassanpour, S. (2021) · Artificial Intelligence in Medicine

AI in cancer detectionAdvanced Neural Network Applications

Cited by 41

Video ReCap: Recursive Captioning of Hour-Long Videos

Islam, M. M., Ho, N., Yang, X., Nagarajan, T., Torresani, L., & Bertasius, G. (2024) · 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsVideo Analysis and Summarization

Cited by 34

PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding

Cho, J. H., Madotto, A., Mavroudi, E., Afouras, T., Nagarajan, T., Maaz, M., Song, Y., Ma, T., Hu, S., Jain, S., et al. (2025) · arXiv

Multimodal Machine Learning ApplicationsHuman Pose and Action Recognition

Cited by 8

Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives

Grauman, K., Westbury, A., Torresani, L., Kitani, K., Malik, J., Afouras, T., Ashutosh, K., Baiyya, V., Bansal, S., Boote, B., et al. (2025) · International Journal of Computer Vision

Human Pose and Action RecognitionContext-Aware Activity Recognition Systems

Cited by 3