Facial Attributes Classification Using Multi-task Representation Learning. - Max Ehrlich; Timothy J. Shields; Timur R. Almaev; Mohamed R. Amer (CVPR Workshops, 2016)

Action-Affect Classification and Morphing using Multi-Task Representation Learning. - Timothy J. Shields; Mohamed R. Amer; Max Ehrlich; Amir Tamrakar (CoRR, 2016)

Action-Affect-Gender Classification Using Multi-task Representation Learning. - Timothy J. Shields; Mohamed R. Amer; Max Ehrlich; Amir Tamrakar (CVPR Workshops, 2017)

Structure optimization for deep multimodal fusion networks using graph-induced kernels. - Dhanesh Ramachandram; Michal Lisicki; Timothy J. Shields; Mohamed R. Amer; Graham W. Taylor (ESANN, 2017)

Low Precision Neural Networks using Subband Decomposition. - Sek M. Chai; Aswin Raghavan; David C. Zhang; Mohamed R. Amer; Timothy J. Shields (CoRR, 2017)

GPU Activity Prediction using Representation Learning. - Aswin Raghavan; Mohamed R. Amer; Timothy J. Shields; David C. Zhang; Sek M. Chai (CoRR, 2017)

Deep Multimodal Fusion: A Hybrid Approach. - Mohamed R. Amer; Timothy J. Shields; Behjat Siddiquie; Amir Tamrakar; Ajay Divakaran; Sek M. Chai (Int. J. Comput. Vis., 2018)

Bayesian optimization on graph-structured search spaces: Optimizing deep multimodal fusion architectures. - Dhanesh Ramachandram; Michal Lisicki; Timothy J. Shields; Mohamed R. Amer; Graham W. Taylor (Neurocomputing, 2018)