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Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition


Jun 09, 2022
Shreyank N Gowda, Marcus Rohrbach, Frank Keller, Laura Sevilla-Lara


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Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly


Apr 28, 2022
Spencer Whitehead, Suzanne Petryk, Vedaad Shakib, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach, Marcus Rohrbach


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Learning To Recognize Procedural Activities with Distant Supervision


Jan 26, 2022
Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani

* work in progress 

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FLAVA: A Foundational Language And Vision Alignment Model


Dec 08, 2021
Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela

* 18 pages 

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A New Split for Evaluating True Zero-Shot Action Recognition


Jul 27, 2021
Shreyank N Gowda, Laura Sevilla-Lara, Kiyoon Kim, Frank Keller, Marcus Rohrbach


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CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition


Jan 18, 2021
Shreyank N Gowda, Laura Sevilla-Lara, Frank Keller, Marcus Rohrbach


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KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA


Dec 20, 2020
Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach


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SMART Frame Selection for Action Recognition


Dec 19, 2020
Shreyank N Gowda, Marcus Rohrbach, Laura Sevilla-Lara

* To be published in AAAI-21 

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Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting


Oct 04, 2020
Sayna Ebrahimi, Suzanne Petryk, Akash Gokul, William Gan, Joseph E. Gonzalez, Marcus Rohrbach, Trevor Darrell


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TextCaps: a Dataset for Image Captioning with Reading Comprehension


Mar 24, 2020
Oleksii Sidorov, Ronghang Hu, Marcus Rohrbach, Amanpreet Singh

* https://textvqa.org/textcaps 

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