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Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image

Dec 17, 2020
Ronghang Hu, Deepak Pathak

* Videos and code on the project page at https://worldsheet.github.io 

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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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Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA

Dec 05, 2019
Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach


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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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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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Explainable Neural Computation via Stack Neural Module Networks

Sep 25, 2018
Ronghang Hu, Jacob Andreas, Trevor Darrell, Kate Saenko

* To appear in ECCV 2018 

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Grounding Visual Explanations

Aug 02, 2018
Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell, Zeynep Akata

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

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Generating Counterfactual Explanations with Natural Language

Jun 26, 2018
Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell, Zeynep Akata

* presented at 2018 ICML Workshop on Human Interpretability in Machine Learning (WHI 2018), Stockholm, Sweden 

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Learning to Segment Every Thing

Mar 27, 2018
Ronghang Hu, Piotr Dollár, Kaiming He, Trevor Darrell, Ross Girshick


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Grounding Visual Explanations (Extended Abstract)

Nov 17, 2017
Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell, Zeynep Akata

* Presented at NIPS 2017 Symposium on Interpretable Machine Learning 

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Learning to Reason: End-to-End Module Networks for Visual Question Answering

Sep 11, 2017
Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko


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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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Modeling Relationships in Referential Expressions with Compositional Modular Networks

Nov 30, 2016
Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Trevor Darrell, Kate Saenko


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Utilizing Large Scale Vision and Text Datasets for Image Segmentation from Referring Expressions

Aug 30, 2016
Ronghang Hu, Marcus Rohrbach, Subhashini Venugopalan, Trevor Darrell


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Natural Language Object Retrieval

Apr 11, 2016
Ronghang Hu, Huazhe Xu, Marcus Rohrbach, Jiashi Feng, Kate Saenko, Trevor Darrell

* Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016 

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Segmentation from Natural Language Expressions

Mar 20, 2016
Ronghang Hu, Marcus Rohrbach, Trevor Darrell


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Spatial Semantic Regularisation for Large Scale Object Detection

Oct 10, 2015
Damian Mrowca, Marcus Rohrbach, Judy Hoffman, Ronghang Hu, Kate Saenko, Trevor Darrell

* accepted at ICCV 2015 

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LSDA: Large Scale Detection Through Adaptation

Nov 01, 2014
Judy Hoffman, Sergio Guadarrama, Eric Tzeng, Ronghang Hu, Jeff Donahue, Ross Girshick, Trevor Darrell, Kate Saenko

* Neural Information Processing Systems (NIPS) 2014 

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