Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Brendan Jou

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Going Deeper for Multilingual Visual Sentiment Detection

May 30, 2016
Brendan Jou, Shih-Fu Chang

* technical report, 7 pages 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions