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Focus! Relevant and Sufficient Context Selection for News Image Captioning


Dec 01, 2022
Mingyang Zhou, Grace Luo, Anna Rohrbach, Zhou Yu

* Findings of EMNLP 2022 

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Shape-Guided Diffusion with Inside-Outside Attention


Dec 01, 2022
Dong Huk Park, Grace Luo, Clayton Toste, Samaneh Azadi, Xihui Liu, Maka Karalashvili, Anna Rohrbach, Trevor Darrell


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G^3: Geolocation via Guidebook Grounding


Nov 28, 2022
Grace Luo, Giscard Biamby, Trevor Darrell, Daniel Fried, Anna Rohrbach

* Findings of EMNLP 2022 

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TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency


Aug 14, 2022
Medhini Narasimhan, Arsha Nagrani, Chen Sun, Michael Rubinstein, Trevor Darrell, Anna Rohrbach, Cordelia Schmid

* Accepted to ECCV 2022. Website: https://medhini.github.io/ivsum/ 

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Structured Video Tokens @ Ego4D PNR Temporal Localization Challenge 2022


Jun 15, 2022
Elad Ben-Avraham, Roei Herzig, Karttikeya Mangalam, Amir Bar, Anna Rohrbach, Leonid Karlinsky, Trevor Darrell, Amir Globerson

* Ego4D CVPR22 Object State Localization challenge. arXiv admin note: substantial text overlap with arXiv:2206.06346 

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Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens


Jun 15, 2022
Elad Ben-Avraham, Roei Herzig, Karttikeya Mangalam, Amir Bar, Anna Rohrbach, Leonid Karlinsky, Trevor Darrell, Amir Globerson

* Tech report 

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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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K-LITE: Learning Transferable Visual Models with External Knowledge


Apr 20, 2022
Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Anna Rohrbach, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Jianfeng Gao

* Preprint. The first three authors contribute equally 

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ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension


Apr 12, 2022
Sanjay Subramanian, Will Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach

* ACL 2022 

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On Guiding Visual Attention with Language Specification


Feb 17, 2022
Suzanne Petryk, Lisa Dunlap, Keyan Nasseri, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach

* 14 pages, 9 figures 

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