Since I joined Facebook in 2012 I have worked on building Facebook’s Image and Video understanding platform. My interests lie in using large amounts of annotated and weakly annotated image and video data to build a visual representation of everything in the world. Prior to joining Facebook I was pursuing my PhD from Georgia Tech and worked at Google, IBM Watson labs and Sarnoff Corporation (now SRI). Currently, I manage the computer vision group and my group focuses on building Facebook’s image and video understanding platform.
Interests
Computer vision and machine learning
Latest Publications
AAAI - January 30, 2019
Large-Scale Visual Relationship Understanding
Ji Zhang, Yannis Kalantidis, Marcus Rohrbach, Manohar Paluri, Ahmed Elgammal, Mohamed Elhoseiny
BMVC 2018 - September 4, 2018
Self-Supervised Feature Learning for Semantic Segmentation of Overhead Imagery
Suriya Singh, Anil Batra, Guan Pang, Lorenzo Torresani, Saikat Basu, Manohar Paluri, C.V. Jawahar
CVPR 2018 - June 18, 2018
A Closer Look at Spatiotemporal Convolutions for Action Recognition
Du Tran, Heng Wang, Lorenzo Torresani, Jamie Ray, Yann LeCun, Manohar Paluri
CVPR 2018 - June 18, 2018
Detect-and-Track: Efficient Pose Estimation in Videos
Rohit Girdhar, Georgia Gkioxari, Lorenzo Torresani, Manohar Paluri, Du Tran
CVPR 2018 - June 18, 2018
What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets
De-An Huang, Vignesh Ramanathan, Dhruv Mahajan, Lorenzo Torresani, Manohar Paluri, Li Fei-Fei, Juan Carlos Niebles
ArXiv - May 2, 2018
Exploring the Limits of Weakly Supervised Pretraining
Dhruv Mahajan, Ross Girshick, Vignesh Ramanathan, Kaiming He, Manohar Paluri, Yixuan Li, Ashwin Bharambe, Laurens van der Maaten
ICWSM 2017 - May 16, 2017
Cultural Diffusion and Trends in Facebook Photographs
Quenzeng You, Dario Garcia, Manohar Paluri, Jiebo Luo, Jungseock Joo
CVPR - June 27, 2016
Unsupervised Learning of Edges
Yin Li, Manohar Paluri, James M. Rehg, Piotr Dollar
CVPR 2016 - June 26, 2016
End-to-End Voxel-to-Voxel Prediction
Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri
ICLR - May 2, 2016
Metric Learning with Adaptive Density Discrimination
Oren Rippel, Manohar Paluri, Piotr Dollar, Lubomir Bourdev
ArXiv - June 22, 2015
Learning Spatiotemporal Features with 3D Convolutional Networks
Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri
CVPR - June 1, 2015
Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues
Ning Zhang, Manohar Paluri, Yaniv Taigman, Rob Fergus, Lubomir Bourdev
CVPR - June 24, 2014
PANDA: Pose Aligned Networks for Deep Attribute Modeling
Ning Zhang, Manohar Paluri, Marc'Aurelio Ranzato, Trevor Darrell, Lubomir Bourdev
Latest News
May 2, 2018
Advancing state-of-the-art image recognition with deep learning on hashtags
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