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VisualNews : Benchmark and Challenges in Entity-aware Image Captioning

Oct 13, 2020
Fuxiao Liu, Yinghan Wang, Tianlu Wang, Vicente Ordonez

* 9 pages, 5 figures, in submission 

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Black-box Explanation of Object Detectors via Saliency Maps

Jun 05, 2020
Vitali Petsiuk, Rajiv Jain, Varun Manjunatha, Vlad I. Morariu, Ashutosh Mehra, Vicente Ordonez, Kate Saenko


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Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation

May 03, 2020
Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez, Caiming Xiong

* Accepted to ACL 2020 

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Curriculum Labeling: Self-paced Pseudo-Labeling for Semi-Supervised Learning

Jan 16, 2020
Paola Cascante-Bonilla, Fuwen Tan, Yanjun Qi, Vicente Ordonez


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EyeCar: Modeling the Visual Attention Allocation of Drivers in Semi-Autonomous Vehicles

Dec 24, 2019
Sonia Baee, Erfan Pakdamanian, Vicente Ordonez, Inki Kim, Lu Feng, Laura Barnes


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Drill-down: Interactive Retrieval of Complex Scenes using Natural Language Queries

Nov 10, 2019
Fuwen Tan, Paola Cascante-Bonilla, Xiaoxiao Guo, Hui Wu, Song Feng, Vicente Ordonez

* 14 pages, 9 figures, NeurIPS 2019 

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Moviescope: Large-scale Analysis of Movies using Multiple Modalities

Aug 08, 2019
Paola Cascante-Bonilla, Kalpathy Sitaraman, Mengjia Luo, Vicente Ordonez


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Testing Deep Neural Network based Image Classifiers

May 20, 2019
Yuchi Tian, Ziyuan Zhong, Vicente Ordonez, Baishakhi Ray


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Gender Bias in Contextualized Word Embeddings

Apr 05, 2019
Jieyu Zhao, Tianlu Wang, Mark Yatskar, Ryan Cotterell, Vicente Ordonez, Kai-Wei Chang


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Chat-crowd: A Dialog-based Platform for Visual Layout Composition

Dec 12, 2018
Xuwang Yin, Vicente Ordonez, Song Feng


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Adversarial Removal of Gender from Deep Image Representations

Nov 22, 2018
Tianlu Wang, Jieyu Zhao, Mark Yatskar, Kai-Wei Chang, Vicente Ordonez

* 8 pages, 6 figures 

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Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image Retrieval

Oct 09, 2018
Shanmin Pang, Jin Ma, Jianru Xue, Jihua Zhu, Vicente Ordonez

* The paper has been accepted to IEEE Transactions on Multimedia 

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Text2Scene: Generating Abstract Scenes from Textual Descriptions

Sep 04, 2018
Fuwen Tan, Song Feng, Vicente Ordonez

* 12 pages, 7 figures 

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Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods

Apr 18, 2018
Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang

* NAACL '18 Camera Ready 

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Feedback-prop: Convolutional Neural Network Inference under Partial Evidence

Mar 29, 2018
Tianlu Wang, Kota Yamaguchi, Vicente Ordonez

* Accepted to CVPR 2018 

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Where and Who? Automatic Semantic-Aware Person Composition

Dec 02, 2017
Fuwen Tan, Crispin Bernier, Benjamin Cohen, Vicente Ordonez, Connelly Barnes

* 10 pages, 9 figures 

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Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints

Jul 29, 2017
Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang

* 11 pages, published in EMNLP 2017 

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OBJ2TEXT: Generating Visually Descriptive Language from Object Layouts

Jul 22, 2017
Xuwang Yin, Vicente Ordonez

* Accepted at EMNLP 2017 

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Commonly Uncommon: Semantic Sparsity in Situation Recognition

Dec 03, 2016
Mark Yatskar, Vicente Ordonez, Luke Zettlemoyer, Ali Farhadi


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XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

Aug 02, 2016
Mohammad Rastegari, Vicente Ordonez, Joseph Redmon, Ali Farhadi


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