Mohamed R. Amer

39 papers A* 7A 3B 3Misc 1Journal 18Unranked 6

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Learn, Generate, Rank, Explain: A Case Study of Visual Explanation by Generative Machine Learning. ACM Trans. Interact. Intell. Syst. Chris Kim, Xiao Lin, Christopher Collins, Graham W. Taylor, Mohamed R. Amer
2020	A	`conf`	Chameleons' Oblivion: Complex-Valued Deep Neural Networks for Protocol-Agnostic RF Device Fingerprinting. EuroS&P Ioannis Agadakos, Nikolaos Agadakos, Jason Polakis, Mohamed R. Amer
2019	J	`jnl`	Aesop: A visual storytelling platform for conversational AI and common sense grounding. AI Commun. Timothy J. Meo, Chris Kim, Aswin Raghavan, Alex Tozzo, David A. Salter, Amir Tamrakar, Mohamed R. Amer
2019	J	`jnl`	Data-Efficient Mutual Information Neural Estimator. CoRR Xiao Lin, Indranil Sur, Samuel A. Nastase, Ajay Divakaran, Uri Hasson, Mohamed R. Amer
2019	J	`jnl`	Deep Complex Networks for Protocol-Agnostic Radio Frequency Device Fingerprinting in the Wild. CoRR Ioannis Agadakos, Nikolaos Agadakos, Jason Polakis, Mohamed R. Amer
2019	A	`conf`	Image Classification with Hierarchical Multigraph Networks. BMVC Boris Knyazev, Xiao Lin, Mohamed R. Amer, Graham W. Taylor
2019	J	`jnl`	Image Classification with Hierarchical Multigraph Networks. CoRR Boris Knyazev, Xiao Lin, Mohamed R. Amer, Graham W. Taylor
2019	A*	`conf`	Understanding Attention and Generalization in Graph Neural Networks. NeurIPS Boris Knyazev, Graham W. Taylor, Mohamed R. Amer
2019	J	`jnl`	Understanding attention in graph neural networks. CoRR Boris Knyazev, Graham W. Taylor, Mohamed R. Amer
2018	A*	`conf`	Aesop: A Visual Storytelling Platform for Conversational AI. IJCAI Tim Meo, Aswin Raghavan, David A. Salter, Alex Tozzo, Amir Tamrakar, Mohamed R. Amer
2018	J	`jnl`	Bayesian optimization on graph-structured search spaces: Optimizing deep multimodal fusion architectures. Neurocomputing Dhanesh Ramachandram, Michal Lisicki, Timothy J. Shields, Mohamed R. Amer, Graham W. Taylor
2018	J	`jnl`	Deep Multimodal Fusion: A Hybrid Approach. Int. J. Comput. Vis. Mohamed R. Amer, Timothy J. Shields, Behjat Siddiquie, Amir Tamrakar, Ajay Divakaran, Sek M. Chai
2018	J	`jnl`	Human Motion Modeling using DVGANs. CoRR Xiao Lin, Mohamed R. Amer
2018	—	`conf`	SMILEE: Symmetric Multi-modal Interactions with Language-gesture Enabled (AI) Embodiment. NAACL-HLT (Demonstrations) Sujeong Kim, David A. Salter, Luke Deluccia, Kilho Son, Mohamed R. Amer, Amir Tamrakar
2018	J	`jnl`	Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules. CoRR Boris Knyazev, Xiao Lin, Mohamed R. Amer, Graham W. Taylor
2017	—	`conf`	Action-Affect-Gender Classification Using Multi-task Representation Learning. CVPR Workshops Timothy J. Shields, Mohamed R. Amer, Max Ehrlich, Amir Tamrakar
2017	J	`jnl`	BitNet: Bit-Regularized Deep Neural Networks. CoRR Aswin Raghavan, Mohamed R. Amer, Sek M. Chai
2017	J	`jnl`	GPU Activity Prediction using Representation Learning. CoRR Aswin Raghavan, Mohamed R. Amer, Timothy J. Shields, David C. Zhang, Sek M. Chai
2017	J	`jnl`	Low Precision Neural Networks using Subband Decomposition. CoRR Sek M. Chai, Aswin Raghavan, David C. Zhang, Mohamed R. Amer, Timothy J. Shields
2017	J	`jnl`	Structure Optimization for Deep Multimodal Fusion Networks using Graph-Induced Kernels. CoRR Dhanesh Ramachandram, Michal Lisicki, Timothy J. Shields, Mohamed R. Amer, Graham W. Taylor
2017	B	`conf`	Structure optimization for deep multimodal fusion networks using graph-induced kernels. ESANN Dhanesh Ramachandram, Michal Lisicki, Timothy J. Shields, Mohamed R. Amer, Graham W. Taylor
2016	J	`jnl`	Action-Affect Classification and Morphing using Multi-Task Representation Learning. CoRR Timothy J. Shields, Mohamed R. Amer, Max Ehrlich, Amir Tamrakar
2016	—	`conf`	Facial Attributes Classification Using Multi-task Representation Learning. CVPR Workshops Max Ehrlich, Timothy J. Shields, Timur R. Almaev, Mohamed R. Amer
2016	J	`jnl`	Sum Product Networks for Activity Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Mohamed R. Amer, Sinisa Todorovic
2015	A*	`conf`	2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication (HCMC2015). ACM Multimedia Mohamed R. Amer, Ajay Divakaran, Shih-Fu Chang, Nicu Sebe
2015	J	`jnl`	Human Social Interaction Modeling Using Temporal Deep Networks. CoRR Mohamed R. Amer, Behjat Siddiquie, Amir Tamrakar, David A. Salter, Brian Lande, Darius Mehri, Ajay Divakaran
2015	J	`jnl`	Monocular Extraction of 2.1D Sketch Using Constrained Convex Optimization. Int. J. Comput. Vis. Mohamed R. Amer, Siavash Yousefi, Raviv Raich, Sinisa Todorovic
2015	—	`ed.`	Proceedings of the 2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication, HCMC 2015, Brisbane, Australia, October 30, 2015 HCMC@ACM Multimedia Mohamed R. Amer, Ajay Divakaran, Shih-Fu Chang, Nicu Sebe
2015	B	`conf`	The Tower Game Dataset: A multimodal dataset for analyzing social interaction predicates. ACII David A. Salter, Amir Tamrakar, Behjat Siddiquie, Mohamed R. Amer, Ajay Divakaran, Brian Lande, Darius Mehri
2014	Misc	`conf`	Emotion detection in speech using deep networks. ICASSP Mohamed R. Amer, Behjat Siddiquie, Colleen Richey, Ajay Divakaran
2014	A	`conf`	Multimodal fusion using dynamic hybrid models. WACV Mohamed R. Amer, Behjat Siddiquie, Saad M. Khan, Ajay Divakaran, Harpreet S. Sawhney
2013	A*	`conf`	Monte Carlo Tree Search for Scheduling Activity Recognition. ICCV Mohamed R. Amer, Sinisa Todorovic, Alan Fern, Song-Chun Zhu
2012	—	`conf`	Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition. ECCV (4) Mohamed R. Amer, Dan Xie, Mingtian Zhao, Sinisa Todorovic, Song Chun Zhu
2012	A*	`conf`	Sum-product networks for modeling activities with stochastic structure. CVPR Mohamed R. Amer, Sinisa Todorovic
2011	A*	`conf`	A chains model for localizing participants of group activities in videos. ICCV Mohamed R. Amer, Sinisa Todorovic
2011	—	`conf`	Fine-grained categorization of fish motion patterns in underwater videos. ICCV Workshops Mohamed R. Amer, Emil Bilgazyev, Sinisa Todorovic, Shishir K. Shah, Ioannis A. Kakadiaris, Lorenzo Ciannelli
2011	A*	`conf`	Multiobject tracking as maximum weight independent set. CVPR William Brendel, Mohamed R. Amer, Sinisa Todorovic
2011	—	`conf`	PEL-CNF: Probabilistic event logic conjunctive normal form for video interpretation. ICCV Workshops Joseph Selman, Mohamed R. Amer, Alan Fern, Sinisa Todorovic
2010	B	`conf`	Monocular Extraction of 2.1D Sketch. ICIP Mohamed R. Amer, Raviv Raich, Sinisa Todorovic