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Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling


Feb 11, 2021
Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu

* 12 pages, 5 figures, 11 tables. - Happy Chinese New Year! 

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What is More Likely to Happen Next? Video-and-Language Future Event Prediction


Oct 15, 2020
Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal

* EMNLP 2020 (17 pages) 

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MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning


May 11, 2020
Jie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara L. Berg, Mohit Bansal

* ACL 2020 (12 pages) 

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TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval


Jan 24, 2020
Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal

* 18 pages 

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IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things


Jun 15, 2019
Cheng-Yang Fu, Tamara L. Berg, Alexander C. Berg


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TVQA+: Spatio-Temporal Grounding for Video Question Answering


Apr 25, 2019
Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal

* 13 pages 

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Multi-Target Embodied Question Answering


Apr 09, 2019
Licheng Yu, Xinlei Chen, Georgia Gkioxari, Mohit Bansal, Tamara L. Berg, Dhruv Batra

* 10 pages, 6 figures 

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Dance Dance Generation: Motion Transfer for Internet Videos


Mar 30, 2019
Yipin Zhou, Zhaowen Wang, Chen Fang, Trung Bui, Tamara L. Berg


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TVQA: Localized, Compositional Video Question Answering


Sep 05, 2018
Jie Lei, Licheng Yu, Mohit Bansal, Tamara L. Berg

* EMNLP 2018 (13 pages; Data and Leaderboard at: http://tvqa.cs.unc.edu

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Visual to Sound: Generating Natural Sound for Videos in the Wild


Jun 01, 2018
Yipin Zhou, Zhaowen Wang, Chen Fang, Trung Bui, Tamara L. Berg

* Project page: http://bvision11.cs.unc.edu/bigpen/yipin/visual2sound_webpage/visual2sound.html 

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MAttNet: Modular Attention Network for Referring Expression Comprehension


Mar 27, 2018
Licheng Yu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Mohit Bansal, Tamara L. Berg

* Equation of word attention fixed; MAttNet+Grabcut results added 

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Combining Multiple Cues for Visual Madlibs Question Answering


Feb 07, 2018
Tatiana Tommasi, Arun Mallya, Bryan Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg

* submitted to IJCV -- under review 

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Image2GIF: Generating Cinemagraphs using Recurrent Deep Q-Networks


Jan 27, 2018
Yipin Zhou, Yale Song, Tamara L. Berg

* WACV2018 

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Hierarchically-Attentive RNN for Album Summarization and Storytelling


Aug 09, 2017
Licheng Yu, Mohit Bansal, Tamara L. Berg

* To appear at EMNLP-2017 (7 pages) 

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A Joint Speaker-Listener-Reinforcer Model for Referring Expressions


Apr 17, 2017
Licheng Yu, Hao Tan, Mohit Bansal, Tamara L. Berg

* Some typo fixed; comprehension results on refcocog updated; more human evaluation results added 

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Learning Temporal Transformations From Time-Lapse Videos


Aug 27, 2016
Yipin Zhou, Tamara L. Berg

* ECCV2016 

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When was that made?


Aug 12, 2016
Sirion Vittayakorn, Alexander C. Berg, Tamara L. Berg


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Solving Visual Madlibs with Multiple Cues


Aug 11, 2016
Tatiana Tommasi, Arun Mallya, Bryan Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg

* accepted at BMVC 2016 

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Modeling Context in Referring Expressions


Aug 10, 2016
Licheng Yu, Patrick Poirson, Shan Yang, Alexander C. Berg, Tamara L. Berg

* 19 pages, 6 figures, in ECCV 2016; authors, references and acknowledgement updated 

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Visual Madlibs: Fill in the blank Image Generation and Question Answering


May 31, 2015
Licheng Yu, Eunbyung Park, Alexander C. Berg, Tamara L. Berg

* 10 pages; 8 figures; 4 tables 

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