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Measuring Robustness to Natural Distribution Shifts in Image Classification

Jul 01, 2020
Rohan Taori, Achal Dave, Vaishaal Shankar, Nicholas Carlini, Benjamin Recht, Ludwig Schmidt

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TAO: A Large-Scale Benchmark for Tracking Any Object

May 20, 2020
Achal Dave, Tarasha Khurana, Pavel Tokmakov, Cordelia Schmid, Deva Ramanan

* Project page: 

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Learning to Track Any Object

Oct 25, 2019
Achal Dave, Pavel Tokmakov, Cordelia Schmid, Deva Ramanan

* To be presented at the Holistic Video Understanding workshop at ICCV 

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A systematic framework for natural perturbations from videos

Jun 05, 2019
Vaishaal Shankar, Achal Dave, Rebecca Roelofs, Deva Ramanan, Benjamin Recht, Ludwig Schmidt

* 16 pages, 5 tables, 6 figures. Paper Website: 

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Towards Segmenting Everything That Moves

Feb 11, 2019
Achal Dave, Pavel Tokmakov, Deva Ramanan

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Predictive-Corrective Networks for Action Detection

Dec 12, 2017
Achal Dave, Olga Russakovsky, Deva Ramanan

* Accepted to CVPR 2017. [v2]: Updated Multi-LSTM mAP on MultiTHUMOS (should be 29.7, was initially reported as 29.6). [Project URL]: 

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