Mohamed R. Amer

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 24

Top Topics

Multimodal Fusion

Top Venues

Int. J. Comput. Vis.

Publications

Chris Kim, Xiao Lin, Christopher Collins, Graham W. Taylor, Mohamed R. Amer
Learn, Generate, Rank, Explain: A Case Study of Visual Explanation by Generative Machine Learning. ACM Trans. Interact. Intell. Syst. 11 (3-4) (2021)
Ioannis Agadakos, Nikolaos Agadakos, Jason Polakis, Mohamed R. Amer
Chameleons' Oblivion: Complex-Valued Deep Neural Networks for Protocol-Agnostic RF Device Fingerprinting. EuroS&P (2020)
Boris Knyazev, Graham W. Taylor, Mohamed R. Amer
Understanding attention in graph neural networks. CoRR (2019)
Boris Knyazev, Xiao Lin, Mohamed R. Amer, Graham W. Taylor
Image Classification with Hierarchical Multigraph Networks. BMVC (2019)
Xiao Lin, Indranil Sur, Samuel A. Nastase, Ajay Divakaran, Uri Hasson, Mohamed R. Amer
Data-Efficient Mutual Information Neural Estimator. CoRR (2019)
Timothy J. Meo, Chris Kim, Aswin Raghavan, Alex Tozzo, David A. Salter, Amir Tamrakar, Mohamed R. Amer
Aesop: A visual storytelling platform for conversational AI and common sense grounding. AI Commun. 32 (1) (2019)
Boris Knyazev, Graham W. Taylor, Mohamed R. Amer
Understanding Attention and Generalization in Graph Neural Networks. NeurIPS (2019)
Ioannis Agadakos, Nikolaos Agadakos, Jason Polakis, Mohamed R. Amer
Deep Complex Networks for Protocol-Agnostic Radio Frequency Device Fingerprinting in the Wild. CoRR (2019)
Boris Knyazev, Xiao Lin, Mohamed R. Amer, Graham W. Taylor
Image Classification with Hierarchical Multigraph Networks. CoRR (2019)
Boris Knyazev, Xiao Lin, Mohamed R. Amer, Graham W. Taylor
Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules. CoRR (2018)
Xiao Lin, Mohamed R. Amer
Human Motion Modeling using DVGANs. CoRR (2018)
Tim Meo, Aswin Raghavan, David A. Salter, Alex Tozzo, Amir Tamrakar, Mohamed R. Amer
Aesop: A Visual Storytelling Platform for Conversational AI. IJCAI (2018)
Dhanesh Ramachandram, Michal Lisicki, Timothy J. Shields, Mohamed R. Amer, Graham W. Taylor
Bayesian optimization on graph-structured search spaces: Optimizing deep multimodal fusion architectures. Neurocomputing 298 (2018)
Mohamed R. Amer, Timothy J. Shields, Behjat Siddiquie, Amir Tamrakar, Ajay Divakaran, Sek M. Chai
Deep Multimodal Fusion: A Hybrid Approach. Int. J. Comput. Vis. 126 (2-4) (2018)
Sujeong Kim, David A. Salter, Luke Deluccia, Kilho Son, Mohamed R. Amer, Amir Tamrakar
SMILEE: Symmetric Multi-modal Interactions with Language-gesture Enabled (AI) Embodiment. NAACL-HLT (Demonstrations) (2018)
Sek M. Chai, Aswin Raghavan, David C. Zhang, Mohamed R. Amer, Timothy J. Shields
Low Precision Neural Networks using Subband Decomposition. CoRR (2017)
Dhanesh Ramachandram, Michal Lisicki, Timothy J. Shields, Mohamed R. Amer, Graham W. Taylor
Structure optimization for deep multimodal fusion networks using graph-induced kernels. ESANN (2017)
Aswin Raghavan, Mohamed R. Amer, Timothy J. Shields, David C. Zhang, Sek M. Chai
GPU Activity Prediction using Representation Learning. CoRR (2017)
Timothy J. Shields, Mohamed R. Amer, Max Ehrlich, Amir Tamrakar
Action-Affect-Gender Classification Using Multi-task Representation Learning. CVPR Workshops (2017)
Aswin Raghavan, Mohamed R. Amer, Sek M. Chai
BitNet: Bit-Regularized Deep Neural Networks. CoRR (2017)
Dhanesh Ramachandram, Michal Lisicki, Timothy J. Shields, Mohamed R. Amer, Graham W. Taylor
Structure Optimization for Deep Multimodal Fusion Networks using Graph-Induced Kernels. CoRR (2017)
Mohamed R. Amer, Sinisa Todorovic
Sum Product Networks for Activity Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 38 (4) (2016)
Timothy J. Shields, Mohamed R. Amer, Max Ehrlich, Amir Tamrakar
Action-Affect Classification and Morphing using Multi-Task Representation Learning. CoRR (2016)
Max Ehrlich, Timothy J. Shields, Timur R. Almaev, Mohamed R. Amer
Facial Attributes Classification Using Multi-task Representation Learning. CVPR Workshops (2016)
Mohamed R. Amer, Ajay Divakaran, Shih-Fu Chang, Nicu Sebe
2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication (HCMC2015). ACM Multimedia (2015)
Mohamed R. Amer, Behjat Siddiquie, Amir Tamrakar, David A. Salter, Brian Lande, Darius Mehri, Ajay Divakaran
Human Social Interaction Modeling Using Temporal Deep Networks. CoRR (2015)
David A. Salter, Amir Tamrakar, Behjat Siddiquie, Mohamed R. Amer, Ajay Divakaran, Brian Lande, Darius Mehri
The Tower Game Dataset: A multimodal dataset for analyzing social interaction predicates. ACII (2015)
Mohamed R. Amer, Siavash Yousefi, Raviv Raich, Sinisa Todorovic
Monocular Extraction of 2.1D Sketch Using Constrained Convex Optimization. Int. J. Comput. Vis. 112 (1) (2015)
Mohamed R. Amer, Behjat Siddiquie, Saad M. Khan, Ajay Divakaran, Harpreet S. Sawhney
Multimodal fusion using dynamic hybrid models. WACV (2014)
Mohamed R. Amer, Behjat Siddiquie, Colleen Richey, Ajay Divakaran
Emotion detection in speech using deep networks. ICASSP (2014)
Mohamed R. Amer, Sinisa Todorovic, Alan Fern, Song-Chun Zhu
Monte Carlo Tree Search for Scheduling Activity Recognition. ICCV (2013)
Mohamed R. Amer, Sinisa Todorovic
Sum-product networks for modeling activities with stochastic structure. CVPR (2012)
Mohamed R. Amer, Dan Xie, Mingtian Zhao, Sinisa Todorovic, Song Chun Zhu
Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition. ECCV (4) (2012)
William Brendel, Mohamed R. Amer, Sinisa Todorovic
Multiobject tracking as maximum weight independent set. CVPR (2011)
Joseph Selman, Mohamed R. Amer, Alan Fern, Sinisa Todorovic
PEL-CNF: Probabilistic event logic conjunctive normal form for video interpretation. ICCV Workshops (2011)
Mohamed R. Amer, Emil Bilgazyev, Sinisa Todorovic, Shishir K. Shah, Ioannis A. Kakadiaris, Lorenzo Ciannelli
Fine-grained categorization of fish motion patterns in underwater videos. ICCV Workshops (2011)
Mohamed R. Amer, Sinisa Todorovic
A chains model for localizing participants of group activities in videos. ICCV (2011)
Mohamed R. Amer, Raviv Raich, Sinisa Todorovic
Monocular Extraction of 2.1D Sketch. ICIP (2010)