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Billion-scale semi-supervised learning for image classification

May 02, 2019
I. Zeki Yalniz, Hervé Jégou, Kan Chen, Manohar Paluri, Dhruv Mahajan


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Holistic Large Scale Video Understanding

Apr 25, 2019
Ali Diba, Mohsen Fayyaz, Vivek Sharma, Manohar Paluri, Jurgen Gall, Rainer Stiefelhagen, Luc Van Gool


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Exploring the Challenges towards Lifelong Fact Learning

Dec 26, 2018
Mohamed Elhoseiny, Francesca Babiloni, Rahaf Aljundi, Marcus Rohrbach, Manohar Paluri, Tinne Tuytelaars

* This work got published at ACCV 2018 as a main conference paper 

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Large-Scale Visual Relationship Understanding

Sep 14, 2018
Ji Zhang, Yannis Kalantidis, Marcus Rohrbach, Manohar Paluri, Ahmed Elgammal, Mohamed Elhoseiny


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Detect-and-Track: Efficient Pose Estimation in Videos

May 02, 2018
Rohit Girdhar, Georgia Gkioxari, Lorenzo Torresani, Manohar Paluri, Du Tran

* In CVPR 2018. Ranked first in ICCV 2017 PoseTrack challenge (keypoint tracking in videos). Code: https://github.com/facebookresearch/DetectAndTrack and webpage: https://rohitgirdhar.github.io/DetectAndTrack/ 

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Exploring the Limits of Weakly Supervised Pretraining

May 02, 2018
Dhruv Mahajan, Ross Girshick, Vignesh Ramanathan, Kaiming He, Manohar Paluri, Yixuan Li, Ashwin Bharambe, Laurens van der Maaten

* Technical report 

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A Closer Look at Spatiotemporal Convolutions for Action Recognition

Apr 12, 2018
Du Tran, Heng Wang, Lorenzo Torresani, Jamie Ray, Yann LeCun, Manohar Paluri


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ConvNet Architecture Search for Spatiotemporal Feature Learning

Aug 16, 2017
Du Tran, Jamie Ray, Zheng Shou, Shih-Fu Chang, Manohar Paluri


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VideoMCC: a New Benchmark for Video Comprehension

Jun 16, 2017
Du Tran, Maksim Bolonkin, Manohar Paluri, Lorenzo Torresani


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Pose-Aware Person Recognition

May 29, 2017
Vijay Kumar, Anoop Namboodiri, Manohar Paluri, C V Jawahar

* To appear in CVPR 2017 

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End-to-end Planning of Fixed Millimeter-Wave Networks

May 20, 2017
Tim Danford, Onur Filiz, Jing Huang, Brian Karrer, Manohar Paluri, Guan Pang, Vish Ponnampalam, Nicolas Stier-Moses, Birce Tezel


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DSD: Dense-Sparse-Dense Training for Deep Neural Networks

Feb 21, 2017
Song Han, Jeff Pool, Sharan Narang, Huizi Mao, Enhao Gong, Shijian Tang, Erich Elsen, Peter Vajda, Manohar Paluri, John Tran, Bryan Catanzaro, William J. Dally

* Published as a conference paper at ICLR 2017 

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ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks

Apr 13, 2016
Chen Sun, Manohar Paluri, Ronan Collobert, Ram Nevatia, Lubomir Bourdev

* CVPR 2016 (fixed reference issue) 

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Unsupervised Learning of Edges

Apr 10, 2016
Yin Li, Manohar Paluri, James M. Rehg, Piotr Doll√°r

* Camera ready version for CVPR 2016 

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Metric Learning with Adaptive Density Discrimination

Mar 02, 2016
Oren Rippel, Manohar Paluri, Piotr Dollar, Lubomir Bourdev

* ICLR 2016 

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Deep End2End Voxel2Voxel Prediction

Nov 20, 2015
Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri


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Learning Spatiotemporal Features with 3D Convolutional Networks

Oct 07, 2015
Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri


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Improving Image Classification with Location Context

May 14, 2015
Kevin Tang, Manohar Paluri, Li Fei-Fei, Rob Fergus, Lubomir Bourdev


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Training Convolutional Networks with Noisy Labels

Apr 10, 2015
Sainbayar Sukhbaatar, Joan Bruna, Manohar Paluri, Lubomir Bourdev, Rob Fergus

* Accepted as a workshop contribution at ICLR 2015 

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Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues

Jan 30, 2015
Ning Zhang, Manohar Paluri, Yaniv Taigman, Rob Fergus, Lubomir Bourdev


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PANDA: Pose Aligned Networks for Deep Attribute Modeling

May 05, 2014
Ning Zhang, Manohar Paluri, Marc'Aurelio Ranzato, Trevor Darrell, Lubomir Bourdev

* 8 pages 

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