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Move2Hear: Active Audio-Visual Source Separation


May 15, 2021
Sagnik Majumder, Ziad Al-Halah, Kristen Grauman


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Environment Predictive Coding for Embodied Agents


Feb 03, 2021
Santhosh K. Ramakrishnan, Tushar Nagarajan, Ziad Al-Halah, Kristen Grauman

* 9 pages, 6 figures, appendix 

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Semantic Audio-Visual Navigation


Dec 21, 2020
Changan Chen, Ziad Al-Halah, Kristen Grauman

* Project page: http://vision.cs.utexas.edu/projects/semantic_audio_visual_navigation 

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Modeling Fashion Influence from Photos


Nov 17, 2020
Ziad Al-Halah, Kristen Grauman

* To appear in the IEEE Transactions on Multimedia, 2020. Project page: https://www.cs.utexas.edu/~ziad/influence_from_photos.html. arXiv admin note: substantial text overlap with arXiv:2004.01316 

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Occupancy Anticipation for Efficient Exploration and Navigation


Aug 25, 2020
Santhosh K. Ramakrishnan, Ziad Al-Halah, Kristen Grauman

* Accepted in ECCV 2020. 19 pages, 6 figures, appendix at end 

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Audio-Visual Waypoints for Navigation


Aug 21, 2020
Changan Chen, Sagnik Majumder, Ziad Al-Halah, Ruohan Gao, Santhosh Kumar Ramakrishnan, Kristen Grauman


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VisualEchoes: Spatial Image Representation Learning through Echolocation


May 04, 2020
Ruohan Gao, Changan Chen, Ziad Al-Halah, Carl Schissler, Kristen Grauman


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From Paris to Berlin: Discovering Fashion Style Influences Around the World


Apr 03, 2020
Ziad Al-Halah, Kristen Grauman

* CVPR 2020 

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Audio-Visual Embodied Navigation


Dec 24, 2019
Changan Chen, Unnat Jain, Carl Schissler, Sebastia Vicenc Amengual Gari, Ziad Al-Halah, Vamsi Krishna Ithapu, Philip Robinson, Kristen Grauman

* Project page: http://vision.cs.utexas.edu/projects/audio_visual_navigation/ 

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Smile, be Happy :) Emoji Embedding for Visual Sentiment Analysis


Jul 14, 2019
Ziad Al-Halah, Andrew Aitken, Wenzhe Shi, Jose Caballero


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Towards Traversing the Continuous Spectrum of Image Retrieval


Dec 01, 2018
Ziad Al-Halah, Andreas M. Lehrmann, Leonid Sigal


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Informed Democracy: Voting-based Novelty Detection for Action Recognition


Oct 30, 2018
Alina Roitberg, Ziad Al-Halah, Rainer Stiefelhagen

* Published in BMVC 2018. First and second authors contributed equally to this work 

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Fashion Forward: Forecasting Visual Style in Fashion


Aug 03, 2017
Ziad Al-Halah, Rainer Stiefelhagen, Kristen Grauman

* ICCV 2017 

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Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories


Apr 12, 2017
Ziad Al-Halah, Rainer Stiefelhagen

* Accepted as a conference paper at CVPR 2017 

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Relaxed Earth Mover's Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning


Nov 22, 2016
Manuel Martinez, Monica Haurilet, Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen


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Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning


Oct 15, 2016
Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen

* Published as a conference paper at CVPR 2016 

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How to Transfer? Zero-Shot Object Recognition via Hierarchical Transfer of Semantic Attributes


Apr 01, 2016
Ziad Al-Halah, Rainer Stiefelhagen

* Published as a conference paper at WACV 2015, modifications include new results with GoogLeNet features 

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