HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization
Zhao, Hang, Torralba, Antonio, Torresani, Lorenzo, Yan, Zhicheng
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
A Closer Look at Spatiotemporal Convolutions for Action Recognition
Tran, Du, Wang, Heng, Torresani, Lorenzo, Ray, Jamie, LeCun, Yann, Paluri, Manohar
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Detect-and-Track: Efficient Pose Estimation in Videos
Girdhar, Rohit, Gkioxari, Georgia, Torresani, Lorenzo, Paluri, Manohar, Tran, Du
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Listen to Look: Action Recognition by Previewing Audio
Gao, Ruohan, Oh, Tae-Hyun, Grauman, Kristen, Torresani, Lorenzo
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
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Conference Proceeding
DistInit: Learning Video Representations Without a Single Labeled Video
Girdhar, Rohit, Tran, Du, Torresani, Lorenzo, Ramanan, Deva
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
A Dual Decomposition Approach to Feature Correspondence
Torresani, L., Kolmogorov, V., Rother, C.
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2013)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2013)
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Journal Article
Convolutional Random Walk Networks for Semantic Image Segmentation
Bertasius, Gedas, Torresani, Lorenzo, Yu, Stella X., Jianbo Shi
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Deep Learning for Classification of Colorectal Polyps on Whole-slide Images
Korbar, Bruno, Olofson, Andrea M., Miraflor, Allen P, Nicka, Catherine M., Suriawinata, Matthew A., Torresani, Lorenzo, Suriawinata, Arief A., Hassanpour, Saeed
Published in Journal of pathology informatics (01.01.2017)
Published in Journal of pathology informatics (01.01.2017)
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Journal Article
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation
Bertasius, Gedas, Torresani, Lorenzo
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
Deformable Video Transformer
Wang, Jue, Torresani, Lorenzo
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
SCSampler: Sampling Salient Clips From Video for Efficient Action Recognition
Korbar, Bruno, Tran, Du, Torresani, Lorenzo
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Video Classification With Channel-Separated Convolutional Networks
Tran, Du, Wang, Heng, Feiszli, Matt, Torresani, Lorenzo
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Video Modeling With Correlation Networks
Wang, Heng, Tran, Du, Torresani, Lorenzo, Feiszli, Matt
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
DeepEdge: A multi-scale bifurcated deep network for top-down contour detection
Bertasius, Gedas, Jianbo Shi, Torresani, Lorenzo
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2015)
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Conference Proceeding
Learning Spatiotemporal Features with 3D Convolutional Networks
Tran, Du, Bourdev, Lubomir, Fergus, Rob, Torresani, Lorenzo, Paluri, Manohar
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
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Conference Proceeding
Journal Article
Multiple hypothesis colorization and its application to image compression
Baig, Mohammad Haris, Torresani, Lorenzo
Published in Computer vision and image understanding (01.11.2017)
Published in Computer vision and image understanding (01.11.2017)
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Journal Article
Semantic Segmentation with Boundary Neural Fields
Bertasius, Gedas, Jianbo Shi, Torresani, Lorenzo
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
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Conference Proceeding
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and Its Applications to High-Level Vision
Bertasius, Gedas, Jianbo Shi, Torresani, Lorenzo
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
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Conference Proceeding
Journal Article