Monocular Extraction of 2.1D Sketch. - Mohamed R. Amer; Raviv Raich; Sinisa Todorovic (ICIP, 2010)

Multiobject tracking as maximum weight independent set. - William Brendel; Mohamed R. Amer; Sinisa Todorovic (CVPR, 2011)

A chains model for localizing participants of group activities in videos. - Mohamed R. Amer; Sinisa Todorovic (ICCV, 2011)

Fine-grained categorization of fish motion patterns in underwater videos. - Mohamed R. Amer; Emil Bilgazyev; Sinisa Todorovic; Shishir K. Shah; Ioannis A. Kakadiaris; Lorenzo Ciannelli (ICCV Workshops, 2011)

PEL-CNF: Probabilistic event logic conjunctive normal form for video interpretation. - Joseph Selman; Mohamed R. Amer; Alan Fern; Sinisa Todorovic (ICCV Workshops, 2011)

Sum-product networks for modeling activities with stochastic structure. - Mohamed R. Amer; Sinisa Todorovic (CVPR, 2012)

Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition. - Mohamed R. Amer; Dan Xie; Mingtian Zhao; Sinisa Todorovic; Song Chun Zhu (ECCV (4), 2012)

Monte Carlo Tree Search for Scheduling Activity Recognition. - Mohamed R. Amer; Sinisa Todorovic; Alan Fern; Song-Chun Zhu (ICCV, 2013)

HiRF: Hierarchical Random Field for Collective Activity Recognition in Videos. - Mohamed Rabie Amer; Peng Lei; Sinisa Todorovic (ECCV (6), 2014)

Emotion detection in speech using deep networks. - Mohamed R. Amer; Behjat Siddiquie; Colleen Richey; Ajay Divakaran (ICASSP, 2014)

Multimodal fusion using dynamic hybrid models. - Mohamed R. Amer; Behjat Siddiquie; Saad M. Khan; Ajay Divakaran; Harpreet S. Sawhney (WACV, 2014)

The Tower Game Dataset: A multimodal dataset for analyzing social interaction predicates. - David A. Salter; Amir Tamrakar; Behjat Siddiquie; Mohamed R. Amer; Ajay Divakaran; Brian Lande; Darius Mehri (ACII, 2015)

2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication (HCMC2015). - Mohamed R. Amer; Ajay Divakaran; Shih-Fu Chang; Nicu Sebe (ACM Multimedia, 2015)

Human Social Interaction Modeling Using Temporal Deep Networks. - Mohamed R. Amer; Behjat Siddiquie; Amir Tamrakar; David A. Salter; Brian Lande; Darius Mehri; Ajay Divakaran (CoRR, 2015)

Monocular Extraction of 2.1D Sketch Using Constrained Convex Optimization. - Mohamed R. Amer; Siavash Yousefi; Raviv Raich; Sinisa Todorovic (Int. J. Comput. Vis., 2015)

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)

Sum Product Networks for Activity Recognition. - Mohamed R. Amer; Sinisa Todorovic (IEEE Trans. Pattern Anal. Mach. Intell., 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)

BitNet: Bit-Regularized Deep Neural Networks. - Aswin Raghavan; Mohamed R. Amer; Sek M. Chai (CoRR, 2017)

Aesop: A Visual Storytelling Platform for Conversational AI. - Tim Meo; Aswin Raghavan; David A. Salter; Alex Tozzo; Amir Tamrakar; Mohamed R. Amer (IJCAI, 2018)

SMILEE: Symmetric Multi-modal Interactions with Language-gesture Enabled (AI) Embodiment. - Sujeong Kim; David A. Salter; Luke Deluccia; Kilho Son; Mohamed R. Amer; Amir Tamrakar (NAACL-HLT (Demonstrations), 2018)

Human Motion Modeling using DVGANs. - Xiao Lin; Mohamed R. Amer (CoRR, 2018)

Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules. - Boris Knyazev 001; Xiao Lin; Mohamed R. Amer; Graham W. Taylor (CoRR, 2018)

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)

Image Classification with Hierarchical Multigraph Networks. - Boris Knyazev 001; Xiao Lin; Mohamed R. Amer; Graham W. Taylor (BMVC, 2019)

Understanding Attention and Generalization in Graph Neural Networks. - Boris Knyazev 001; Graham W. Taylor; Mohamed R. Amer (NeurIPS, 2019)

Aesop: A visual storytelling platform for conversational AI and common sense grounding. - Timothy J. Meo; Chris Kim; Aswin Raghavan; Alex Tozzo; David A. Salter; Amir Tamrakar; Mohamed R. Amer (AI Commun., 2019)

Understanding attention in graph neural networks. - Boris Knyazev 001; Graham W. Taylor; Mohamed R. Amer (CoRR, 2019)

Data-Efficient Mutual Information Neural Estimator. - Xiao Lin; Indranil Sur; Samuel A. Nastase; Ajay Divakaran; Uri Hasson; Mohamed R. Amer (CoRR, 2019)

Deep Complex Networks for Protocol-Agnostic Radio Frequency Device Fingerprinting in the Wild. - Ioannis Agadakos; Nikolaos Agadakos; Jason Polakis; Mohamed R. Amer (CoRR, 2019)

Chameleons' Oblivion: Complex-Valued Deep Neural Networks for Protocol-Agnostic RF Device Fingerprinting. - Ioannis Agadakos; Nikolaos Agadakos; Jason Polakis; Mohamed R. Amer (EuroS&P, 2020)

Learn, Generate, Rank, Explain: A Case Study of Visual Explanation by Generative Machine Learning. - Chris Kim; Xiao Lin; Christopher Collins; Graham W. Taylor; Mohamed R. Amer (ACM Trans. Interact. Intell. Syst., 2021)