Search Results for author: Samrudhdhi B. Rangrej

Found 5 papers, 3 papers with code

GePSAn: Generative Procedure Step Anticipation in Cooking Videos

no code implementations ICCV 2023 Mohamed Ashraf Abdelsalam, Samrudhdhi B. Rangrej, Isma Hadji, Nikita Dvornik, Konstantinos G. Derpanis, Afsaneh Fazly

While most previous work focus on the problem of data scarcity in procedural video datasets, another core challenge of future anticipation is how to account for multiple plausible future realizations in natural settings.

Few-shot Learning with Noisy Labels

1 code implementation CVPR 2022 Kevin J Liang, Samrudhdhi B. Rangrej, Vladan Petrovic, Tal Hassner

Our results show that TraNFS is on-par with leading FSL methods on clean support sets, yet outperforms them, by far, in the presence of label noise.

Few-Shot Learning Learning with noisy labels

Consistency driven Sequential Transformers Attention Model for Partially Observable Scenes

1 code implementation CVPR 2022 Samrudhdhi B. Rangrej, Chetan L. Srinidhi, James J. Clark

Most hard attention models initially observe a complete scene to locate and sense informative glimpses, and predict class-label of a scene based on glimpses.

Hard Attention

A Probabilistic Hard Attention Model For Sequentially Observed Scenes

1 code implementation15 Nov 2021 Samrudhdhi B. Rangrej, James J. Clark

A visual hard attention model actively selects and observes a sequence of subregions in an image to make a prediction.

Hard Attention

Visual Attention in Imaginative Agents

no code implementations1 Apr 2021 Samrudhdhi B. Rangrej, James J. Clark

The next fixation is planned using uncertainty in the content of the imagined scenes.

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