Lorenzo Torresani

According to our database1, Lorenzo Torresani authored at least 60 papers between 1997 and 2018.

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Bibliography

2018
BranchConnect: Image Categorization with Learned Branch Connections.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Scenes-Objects-Actions: A Multi-task, Multi-label Video Dataset.
Proceedings of the Computer Vision - ECCV 2018, 2018

Object Detection in Video with Spatiotemporal Sampling Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

MaskConnect: Connectivity Learning by Gradient Descent.
Proceedings of the Computer Vision - ECCV 2018, 2018

Computer Vision in DH.
Proceedings of the Digital Humanities 2018, 2018

A Closer Look at Spatiotemporal Convolutions for Action Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Detect-and-Track: Efficient Pose Estimation in Videos.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Self-Supervised Feature Learning for Semantic Segmentation of Overhead Imagery.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Multiple hypothesis colorization and its application to image compression.
Computer Vision and Image Understanding, 2017

Learning to Inpaint for Image Compression.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Deciphering Severely Degraded License Plates.
Proceedings of the Media Watermarking, Security, and Forensics 2017, Burlingame, CA, USA, 29 January 2017, 2017

Looking Under the Hood: Deep Neural Network Visualization to Interpret Whole-Slide Image Analysis Outcomes for Colorectal Polyps.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Convolutional Random Walk Networks for Semantic Image Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Local Perturb-and-MAP for Structured Prediction.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
EXMOVES: Mid-level Features for Efficient Action Recognition and Video Analysis.
International Journal of Computer Vision, 2016

Self-taught object localization with deep networks.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Coupled depth learning.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Network of Experts for Large-Scale Image Categorization.
Proceedings of the Computer Vision - ECCV 2016, 2016

Deep End2End Voxel2Voxel Prediction.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Semantic Segmentation with Boundary Neural Fields.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
What Can Pictures Tell Us About Web Pages? Improving Document Search Using Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Learning Spatiotemporal Features with 3D Convolutional Networks.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and Its Applications to High-Level Vision.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

DeepEdge: A multi-scale bifurcated deep network for top-down contour detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Classemes: A Compact Image Descriptor for Efficient Novel-Class Recognition and Search.
Proceedings of the Registration and Recognition in Images and Videos, 2014

Weakly Supervised Learning.
Computer Vision, A Reference Guide, 2014

Learning discriminative localization from weakly labeled data.
Pattern Recognition, 2014

Classemes and Other Classifier-Based Features for Efficient Object Categorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Learning what is where from unlabeled images: joint localization and clustering of foreground objects.
Machine Learning, 2014

AutoCaption: Automatic caption generation for personal photos.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Improving tag transfer for image annotation using visual and semantic information.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013
A Dual Decomposition Approach to Feature Correspondence.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

What can pictures tell us about web pages?: improving document search using images.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

CarSafe app: alerting drowsy and distracted drivers using dual cameras on smartphones.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

CarSafe app: alerting drowsy and distracted drivers using dual cameras on smartphones.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

Leveraging Structure from Motion to Learn Discriminative Codebooks for Scalable Landmark Classification.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
WalkSafe: a pedestrian safety app for mobile phone users who walk and talk while crossing roads.
Proceedings of the 2012 Workshop on Mobile Computing Systems and Applications, 2012

CarSafe: a driver safety app that detects dangerous driving behavior using dual-cameras on smartphones.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

CarSafe demo: supporting driver safety using dual-cameras on smartphones.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Measuring Image Distances via Embedding in a Semantic Manifold.
Proceedings of the Computer Vision - ECCV 2012, 2012

Meta-class features for large-scale object categorization on a budget.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
PiCoDes: Learning a Compact Code for Novel-Category Recognition.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Scalable object-class retrieval with approximate and top-k ranking.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Efficient Object Category Recognition Using Classemes.
Proceedings of the Computer Vision, 2010

Simultaneous point matching and 3D deformable surface reconstruction.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Unsupervised hierarchical modeling of locomotion styles.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Weakly supervised discriminative localization and classification: a joint learning process.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Learning query-dependent prefilters for scalable image retrieval.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Nonrigid Structure-from-Motion: Estimating Shape and Motion with Hierarchical Priors.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Feature Correspondence Via Graph Matching: Models and Global Optimization.
Proceedings of the Computer Vision, 2008

2006
Large Margin Component Analysis.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Learning Motion Style Synthesis from Perceptual Observations.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2004
Automatic Non-rigid 3D Modeling from Video.
Proceedings of the Computer Vision, 2004

2003
Learning Non-Rigid 3D Shape from 2D Motion.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002
Space-Time Tracking.
Proceedings of the Computer Vision, 2002

2001
Tracking and Modeling Non-Rigid Objects with Rank Constraints.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

1997
Analysis and Encoding of Lip Movements.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997


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