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Object-Region Video Transformers


Oct 13, 2021
Roei Herzig, Elad Ben-Avraham, Karttikeya Mangalam, Amir Bar, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson

* Tech report 

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How Much Can CLIP Benefit Vision-and-Language Tasks?


Jul 13, 2021
Sheng Shen, Liunian Harold Li, Hao Tan, Mohit Bansal, Anna Rohrbach, Kai-Wei Chang, Zhewei Yao, Kurt Keutzer

* 14 pages 

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CLIP-It! Language-Guided Video Summarization


Jul 01, 2021
Medhini Narasimhan, Anna Rohrbach, Trevor Darrell

* Website at https://medhini.github.io/clip_it/ 

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DETReg: Unsupervised Pretraining with Region Priors for Object Detection


Jun 08, 2021
Amir Bar, Xin Wang, Vadim Kantorov, Colorado J Reed, Roei Herzig, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson

* preprint, under review 

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NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media


Apr 13, 2021
Grace Luo, Trevor Darrell, Anna Rohrbach

* 8 pages, 4 figures 

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Identity-Aware Multi-Sentence Video Description


Aug 22, 2020
Jae Sung Park, Trevor Darrell, Anna Rohrbach

* Project link at https://sites.google.com/site/describingmovies/lsmdc-2019/ 

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Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation


Jun 10, 2019
Ronghang Hu, Daniel Fried, Anna Rohrbach, Dan Klein, Trevor Darrell, Kate Saenko

* ACL 2019 

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Language-Conditioned Graph Networks for Relational Reasoning


May 10, 2019
Ronghang Hu, Anna Rohrbach, Trevor Darrell, Kate Saenko


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Viewpoint Invariant Change Captioning


Jan 08, 2019
Dong Huk Park, Trevor Darrell, Anna Rohrbach

* 13 pages, 8 figures 

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Adversarial Inference for Multi-Sentence Video Description


Dec 13, 2018
Jae Sung Park, Marcus Rohrbach, Trevor Darrell, Anna Rohrbach


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Speaker-Follower Models for Vision-and-Language Navigation


Oct 27, 2018
Daniel Fried, Ronghang Hu, Volkan Cirik, Anna Rohrbach, Jacob Andreas, Louis-Philippe Morency, Taylor Berg-Kirkpatrick, Kate Saenko, Dan Klein, Trevor Darrell

* NIPS 2018 

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Object Hallucination in Image Captioning


Sep 06, 2018
Anna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, Trevor Darrell, Kate Saenko

* Rohrbach and Hendricks contributed equally; accepted to EMNLP 2018 

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Textual Explanations for Self-Driving Vehicles


Jul 30, 2018
Jinkyu Kim, Anna Rohrbach, Trevor Darrell, John Canny, Zeynep Akata

* European Conference on Computer Vision (ECCV), 2018 
* Accepted to ECCV 2018 

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Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract)


Jul 02, 2018
Lisa Anne Hendricks, Kaylee Burns, Kate Saenko, Trevor Darrell, Anna Rohrbach

* Burns and Hendricks contributed equally. 2018 ICML Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT/ML 2018) 

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Women also Snowboard: Overcoming Bias in Captioning Models


Jun 18, 2018
Kaylee Burns, Lisa Anne Hendricks, Kate Saenko, Trevor Darrell, Anna Rohrbach

* 22 pages, 6 figures, Burns and Hendricks contributed equally 

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Video Object Segmentation with Language Referring Expressions


May 09, 2018
Anna Khoreva, Anna Rohrbach, Bernt Schiele


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Fooling Vision and Language Models Despite Localization and Attention Mechanism


Apr 06, 2018
Xiaojun Xu, Xinyun Chen, Chang Liu, Anna Rohrbach, Trevor Darrell, Dawn Song

* CVPR 2018 

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Multimodal Explanations: Justifying Decisions and Pointing to the Evidence


Feb 15, 2018
Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach

* arXiv admin note: text overlap with arXiv:1612.04757 

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Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract)


Nov 17, 2017
Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach

* arXiv admin note: text overlap with arXiv:1612.04757 

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Gradient-free Policy Architecture Search and Adaptation


Oct 16, 2017
Sayna Ebrahimi, Anna Rohrbach, Trevor Darrell

* Accepted in Conference on Robot Learning, 2017 

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Generating Descriptions with Grounded and Co-Referenced People


Apr 05, 2017
Anna Rohrbach, Marcus Rohrbach, Siyu Tang, Seong Joon Oh, Bernt Schiele

* Accepted to CVPR 2017 

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Grounding of Textual Phrases in Images by Reconstruction


Feb 17, 2017
Anna Rohrbach, Marcus Rohrbach, Ronghang Hu, Trevor Darrell, Bernt Schiele

* published at ECCV 2016 (oral); updated to final version 

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A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering


Feb 05, 2017
Tegan Maharaj, Nicolas Ballas, Anna Rohrbach, Aaron Courville, Christopher Pal


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Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding


Sep 24, 2016
Akira Fukui, Dong Huk Park, Daylen Yang, Anna Rohrbach, Trevor Darrell, Marcus Rohrbach

* Accepted to EMNLP 2016 

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Movie Description


May 12, 2016
Anna Rohrbach, Atousa Torabi, Marcus Rohrbach, Niket Tandon, Christopher Pal, Hugo Larochelle, Aaron Courville, Bernt Schiele


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Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data


Oct 15, 2015
Marcus Rohrbach, Anna Rohrbach, Michaela Regneri, Sikandar Amin, Mykhaylo Andriluka, Manfred Pinkal, Bernt Schiele

* in International Journal of Computer Vision (IJCV) 2015 

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The Long-Short Story of Movie Description


Jun 04, 2015
Anna Rohrbach, Marcus Rohrbach, Bernt Schiele


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A Dataset for Movie Description


Jan 12, 2015
Anna Rohrbach, Marcus Rohrbach, Niket Tandon, Bernt Schiele


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