An exploration of gender identification using only the periocular region. - Jameson Merkow; Brendan Jou; Marios Savvides (BTAS, 2010)

Fusion of region-based representations for gender identification. - Si Ying Diana Hu; Brendan Jou; Aaron Jaech; Marios Savvides (IJCB, 2011)

Robust Object Co-detection. - Xin Guo; Dong Liu 001; Brendan Jou; Mojun Zhu; Anni Cai; Shih-Fu Chang (CVPR, 2013)

Structured exploration of who, what, when, and where in heterogeneous multimedia news sources. - Brendan Jou; Hongzhi Li 001; Joseph G. Ellis; Daniel Morozoff-Abegauz; Shih-Fu Chang (ACM Multimedia, 2013)

News rover: exploring topical structures and serendipity in heterogeneous multimedia news. - Hongzhi Li 001; Brendan Jou; Joseph G. Ellis; Daniel Morozoff; Shih-Fu Chang (ACM Multimedia, 2013)

Why We Watch the News: A Dataset for Exploring Sentiment in Broadcast Video News. - Joseph G. Ellis; Brendan Jou; Shih-Fu Chang (ICMI, 2014)

Predicting Viewer Perceived Emotions in Animated GIFs. - Brendan Jou; Subhabrata Bhattacharya; Shih-Fu Chang (ACM Multimedia, 2014)

Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction. - Victor Campos 001; Amaia Salvador; Xavier Giró-i-Nieto; Brendan Jou (ASM@ACM Multimedia, 2015)

Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology. - Brendan Jou; Tao Chen 015; Nikolaos Pappas 002; Miriam Redi; Mercan Topkara; Shih-Fu Chang (ACM Multimedia, 2015)

SentiCart: Cartography and Geo-contextualization for Multilingual Visual Sentiment. - Brendan Jou; Margaret Yuying Qian; Shih-Fu Chang (ICMR, 2016)

Complura: Exploring and Leveraging a Large-scale Multilingual Visual Sentiment Ontology. - Hongyi Liu 004; Brendan Jou; Tao Chen 015; Mercan Topkara; Nikolaos Pappas 002; Miriam Redi; Shih-Fu Chang (ICMR, 2016)

Multilingual Visual Sentiment Concept Matching. - Nikolaos Pappas 002; Miriam Redi; Mercan Topkara; Brendan Jou; Hongyi Liu 004; Tao Chen 015; Shih-Fu Chang (ICMR, 2016)

Tamp: A Library for Compact Deep Neural Networks with Structured Matrices. - Bingchen Gong; Brendan Jou; Felix X. Yu; Shih-Fu Chang (ACM Multimedia, 2016)

Deep Cross Residual Learning for Multitask Visual Recognition. - Brendan Jou; Shih-Fu Chang (ACM Multimedia, 2016)

Going Deeper for Multilingual Visual Sentiment Detection. - Brendan Jou; Shih-Fu Chang (CoRR, 2016)

Large-scale Affective Computing for Visual Multimedia. - Brendan Jou (2016)

More Cat than Cute?: Interpretable Prediction of Adjective-Noun Pairs. - Delia Fernandez; Alejandro Woodward; Victor Campos 001; Xavier Giró-i-Nieto; Brendan Jou; Shih-Fu Chang (MUSA2@MM, 2017)

Multilingual visual sentiment concept clustering and analysis. - Nikolaos Pappas 002; Miriam Redi; Mercan Topkara; Hongyi Liu 004; Brendan Jou; Tao Chen 015; Shih-Fu Chang (Int. J. Multim. Inf. Retr., 2017)

From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction. - Victor Campos 001; Brendan Jou; Xavier Giró-i-Nieto (Image Vis. Comput., 2017)

A survey of multimodal sentiment analysis. - Mohammad Soleymani 001; David García 001; Brendan Jou; Björn W. Schuller; Shih-Fu Chang; Maja Pantic (Image Vis. Comput., 2017)

Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. - Víctor Campos 001; Brendan Jou; Xavier Giró-i-Nieto; Jordi Torres; Shih-Fu Chang (ICLR (Poster), 2018)

Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias. - Asma Ghandeharioun; Brian Eoff; Brendan Jou; Rosalind W. Picard (ICCV Workshops, 2019)

BasisNet: Two-Stage Model Synthesis for Efficient Inference. - Mingda Zhang; Chun-Te Chu; Andrey Zhmoginov; Andrew Howard 002; Brendan Jou; Yukun Zhu; Li Zhang 003; Rebecca Hwa; Adriana Kovashka (CVPR Workshops, 2021)

Federated Learning for Affective Computing Tasks. - Krishna Somandepalli; Hang Qi; Brian Eoff; Alan Cowen; Kartik Audhkhasi; Josh Belanich; Brendan Jou (ACII, 2022)

DISSECT: Disentangled Simultaneous Explanations via Concept Traversals. - Asma Ghandeharioun; Been Kim; Chun-Liang Li; Brendan Jou; Brian Eoff; Rosalind W. Picard (ICLR, 2022)

Multitask vocal burst modeling with ResNets and pre-trained paralinguistic Conformers. - Josh Belanich; Krishna Somandepalli; Brian Eoff; Brendan Jou (CoRR, 2022)

LanSER: Language-Model Supported Speech Emotion Recognition. - Taesik Gong; Josh Belanich; Krishna Somandepalli; Arsha Nagrani; Brian Eoff; Brendan Jou (INTERSPEECH, 2023)

Relational Affect in Dyadic Interactions. - Krishna Somandepalli; Oliver Siy; Brendan Jou (CHI Extended Abstracts, 2024)

A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation. - Gwanghyun Kim; Alonso Martinez; Yu-Chuan Su; Brendan Jou; José Lezama; Agrim Gupta; Lijun Yu; Lu Jiang 004; Aren Jansen; Jacob Walker; Krishna Somandepalli (NeurIPS, 2024)