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BasisNet: Two-stage Model Synthesis for Efficient Inference


May 07, 2021
Mingda Zhang, Chun-Te Chu, Andrey Zhmoginov, Andrew Howard, Brendan Jou, Yukun Zhu, Li Zhang, Rebecca Hwa, Adriana Kovashka

* To appear, 4th Workshop on Efficient Deep Learning for Computer Vision (ECV2021), CVPR2021 Workshop 

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Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias


Oct 05, 2019
Asma Ghandeharioun, Brian Eoff, Brendan Jou, Rosalind W. Picard

* Accepted for presentation at 2019 ICCV Workshop on Interpreting and Explaining Visual Artificial Intelligence Models 

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Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks


Feb 05, 2018
Victor Campos, Brendan Jou, Xavier Giro-i-Nieto, Jordi Torres, Shih-Fu Chang

* Accepted as conference paper at ICLR 2018 

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More cat than cute? Interpretable Prediction of Adjective-Noun Pairs


Aug 21, 2017
Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giro-i-Nieto, Brendan Jou, Shih-Fu Chang

* Oral paper at ACM Multimedia 2017 Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes (MUSA2) 

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From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction


Jan 27, 2017
Victor Campos, Brendan Jou, Xavier Giro-i-Nieto

* Accepted for publication in Image and Vision Computing. Models and source code available at https://github.com/imatge-upc/sentiment-2016 

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Deep Cross Residual Learning for Multitask Visual Recognition


Jul 20, 2016
Brendan Jou, Shih-Fu Chang

* 10 pages, 6 figures, To appear in ACM Multimedia 

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Multilingual Visual Sentiment Concept Matching


Jun 07, 2016
Nikolaos Pappas, Miriam Redi, Mercan Topkara, Brendan Jou, Hongyi Liu, Tao Chen, Shih-Fu Chang

* Proceedings ICMR '16 Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval Pages 151-158 

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Going Deeper for Multilingual Visual Sentiment Detection


May 30, 2016
Brendan Jou, Shih-Fu Chang

* technical report, 7 pages 

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Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology


Oct 07, 2015
Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Redi, Mercan Topkara, Shih-Fu Chang

* 11 pages, to appear at ACM MM'15 

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Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction


Aug 24, 2015
Victor Campos, Amaia Salvador, Brendan Jou, Xavier Giró-i-Nieto

* Preprint of the paper accepted at the 1st Workshop on Affect and Sentiment in Multimedia (ASM), in ACM MultiMedia 2015. Brisbane, Australia 

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