Rohit Girdhar

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Facebook ∙ Carnegie Mellon University

Forward Prediction for Physical Reasoning

Physical reasoning requires forward prediction: the ability to forecast ...
06/18/2020 ∙ by Rohit Girdhar, et al. ∙ 0 ∙ share

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Video Understanding as Machine Translation

With the advent of large-scale multimodal video datasets, especially seq...
06/12/2020 ∙ by Bruno Korbar, et al. ∙ 11 ∙ share

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Are we asking the right questions in MovieQA?

Joint vision and language tasks like visual question answering are fasci...
11/08/2019 ∙ by Bhavan Jasani, et al. ∙ 0 ∙ share

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CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning

Computer vision has undergone a dramatic revolution in performance, driv...
10/10/2019 ∙ by Rohit Girdhar, et al. ∙ 7 ∙ share

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MetaPix: Few-Shot Video Retargeting

We address the task of unsupervised retargeting of human actions from on...
10/10/2019 ∙ by Jessica Lee, et al. ∙ 8 ∙ share

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DistInit: Learning Video Representations without a Single Labeled Video

Video recognition models have progressed significantly over the past few...
01/26/2019 ∙ by Rohit Girdhar, et al. ∙ 0 ∙ share

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Video Action Transformer Network

We introduce the Action Transformer model for recognizing and localizing...
12/06/2018 ∙ by Rohit Girdhar, et al. ∙ 20 ∙ share

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A Better Baseline for AVA

We introduce a simple baseline for action localization on the AVA datase...
07/26/2018 ∙ by Rohit Girdhar, et al. ∙ 0 ∙ share

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Binge Watching: Scaling Affordance Learning from Sitcoms

In recent years, there has been a renewed interest in jointly modeling p...
04/09/2018 ∙ by Xiaolong Wang, et al. ∙ 2 ∙ share

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Detect-and-Track: Efficient Pose Estimation in Videos

This paper addresses the problem of estimating and tracking human body k...
12/26/2017 ∙ by Rohit Girdhar, et al. ∙ 0 ∙ share

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Attentional Pooling for Action Recognition

We introduce a simple yet surprisingly powerful model to incorporate att...
11/04/2017 ∙ by Rohit Girdhar, et al. ∙ 0 ∙ share

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ActionVLAD: Learning spatio-temporal aggregation for action classification

In this work, we introduce a new video representation for action classif...
04/10/2017 ∙ by Rohit Girdhar, et al. ∙ 0 ∙ share

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Learning a Predictable and Generative Vector Representation for Objects

What is a good vector representation of an object? We believe that it sh...
03/29/2016 ∙ by Rohit Girdhar, et al. ∙ 0 ∙ share

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Rohit Girdhar

Featured Co-authors

Andrew Zisserman

Abhinav Gupta

Deva Ramanan

Lorenzo Torresani

Xiaolong Wang

Laurens van der Maaten

Josef Sivic

Joao Carreira

Georgia Gkioxari

Manohar Paluri

Bryan Russell

Forward Prediction for Physical Reasoning

Video Understanding as Machine Translation

Are we asking the right questions in MovieQA?

CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning

MetaPix: Few-Shot Video Retargeting

DistInit: Learning Video Representations without a Single Labeled Video

Video Action Transformer Network

A Better Baseline for AVA

Binge Watching: Scaling Affordance Learning from Sitcoms

Detect-and-Track: Efficient Pose Estimation in Videos

Attentional Pooling for Action Recognition

ActionVLAD: Learning spatio-temporal aggregation for action classification

Learning a Predictable and Generative Vector Representation for Objects