Edgar A. Bernal

43 papers A* 2B 3Misc 1Journal 16Unranked 21

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Machine learning the real discriminant locus. J. Symb. Comput. Edgar A. Bernal, Jonathan D. Hauenstein, Dhagash Mehta, Margaret H. Regan, Tingting Tang
2023	J	`jnl`	Manifold Regularization for Memory-Efficient Training of Deep Neural Networks. CoRR Shadi Sartipi, Edgar A. Bernal
2022	—	`conf`	Computer vision-based classification of schizophrenia patients from retinal imagery. Image Processing: Algorithms and Systems Diana Joseph, Adriann Lai, Steven M. Silverstein, Rajeev S. Ramchandran, Edgar A. Bernal
2021	—	`conf`	Breast Cancer Tissue Sub-Region Classification from Second Harmonic Generation Imagery via Machine Learning. Image Processing: Algorithms and Systems Wencheng Wu, Beilei Xu, Edgar A. Bernal, Robert L. Hill, Danielle Desa, Edward B. Brown
2021	—	`conf`	Training Deep Generative Models in Highly Incomplete Data Scenarios With Prior Regularization. CVPR Workshops Edgar A. Bernal
2021	J	`jnl`	Training Deep Normalizing Flow Models in Highly Incomplete Data Scenarios with Prior Regularization. CoRR Edgar A. Bernal
2020	J	`jnl`	MCFlow: Monte Carlo Flow Models for Data Imputation. CoRR Trevor W. Richardson, Wencheng Wu, Lei Lin, Beilei Xu, Edgar A. Bernal
2020	J	`jnl`	Machine learning the real discriminant locus. CoRR Edgar A. Bernal, Jonathan D. Hauenstein, Dhagash Mehta, Margaret H. Regan, Tingting Tang
2020	A*	`conf`	McFlow: Monte Carlo Flow Models for Data Imputation. CVPR Trevor W. Richardson, Wencheng Wu, Lei Lin, Beilei Xu, Edgar A. Bernal
2019	B	`conf`	Coupling Deep Discriminative and Generative Models for Reactive Robot Planning in Human-Robot Collaboration. SMC Olusegun Oshin, Edgar A. Bernal, Binu M. Nair, Jerry Ding, Richa Varma, Richard W. Osborne, Eddie Tunstel, Francesca Stramandinoli
2019	—	`conf`	Foreground-Aware Statistical Models for Background Estimation. IRIACV Edgar A. Bernal, Qun Li
2019	—	`conf`	Generative Adversarial Networks for Spectral Super-Resolution and Bidirectional RGB-To-Multispectral Mapping. CVPR Workshops Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal
2019	—	`conf`	Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis. CVPR Workshops Lei Lin, Beilei Xu, Wencheng Wu, Trevor W. Richardson, Edgar A. Bernal
2019	J	`jnl`	Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis. CoRR Lei Lin, Beilei Xu, Wencheng Wu, Trevor W. Richardson, Edgar A. Bernal
2019	—	`conf`	Surrogate Contrastive Network for Supervised Band Selection in Multispectral Computer Vision Tasks. CVPR Workshops Edgar A. Bernal
2018	J	`jnl`	Deep Temporal Multimodal Fusion for Medical Procedure Monitoring Using Wearable Sensors. IEEE Trans. Multim. Edgar A. Bernal, Xitong Yang, Qun Li, Jayant Kumar, Sriganesh Madhvanath, Palghat Ramesh, Raja Bala
2018	—	`conf`	Generative Adversarial Networks for Depth Map Estimation From RGB Video. CVPR Workshops Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal
2018	J	`jnl`	The Loss Surface of XOR Artificial Neural Networks. CoRR Dhagash Mehta, Xiaojun Zhao, Edgar A. Bernal, David J. Wales
2018	J	`jnl`	Towards Robust Deep Neural Networks. CoRR Timothy E. Wang, Jack Gu, Dhagash Mehta, Xiaojun Zhao, Edgar A. Bernal
2017	—	`conf`	An Algorithm for Parallel Reconstruction of Jointly Sparse Tensors with Applications to Hyperspectral Imaging. CVPR Workshops Qun Li, Edgar A. Bernal
2017	A*	`conf`	Deep Multimodal Representation Learning from Temporal Data. CVPR Xitong Yang, Palghat Ramesh, Radha Chitta, Sriganesh Madhvanath, Edgar A. Bernal, Jiebo Luo
2017	J	`jnl`	Deep Multimodal Representation Learning from Temporal Data. CoRR Xitong Yang, Palghat Ramesh, Radha Chitta, Sriganesh Madhvanath, Edgar A. Bernal, Jiebo Luo
2017	B	`conf`	Tensorial compressive sensing of jointly sparse matrices with applications to color imaging. ICIP Edgar A. Bernal, Qun Li
2016	B	`conf`	A study on the discriminability of facs from spontaneous facial expressions. ICIP Matthew Shreve, Edgar A. Bernal, Qun Li, Jayant Kumar, Raja Bala
2016	J	`jnl`	Hybrid tenso-vectorial compressive sensing for hyperspectral imaging. J. Electronic Imaging Qun Li, Edgar A. Bernal
2016	—	`conf`	Model-less and model-based computationally efficient motion estimation for video compression in transportation applications. WACV Workshops Edgar A. Bernal, Qun Li, Orhan Bulan, Wencheng Wu, Stuart Schweid
2016	—	`conf`	Scene-independent feature- and classifier-based vehicle headlight and shadow removal in video sequences. WACV Workshops Qun Li, Edgar A. Bernal, Matthew Shreve, Robert P. Loce
2015	Misc	`conf`	Hybrid vectorial and tensorial Compressive Sensing for hyperspectral imaging. ICASSP Edgar A. Bernal, Qun Li
2015	—	`conf`	On-the-fly hand detection training with application in egocentric action recognition. CVPR Workshops Jayant Kumar, Qun Li, Survi Kyal, Edgar A. Bernal, Raja Bala
2015	—	`conf`	Static Occlusion Detection and Handling in Transportation Videos. ITSC Matthew Shreve, Edgar A. Bernal, Qun Li, Robert P. Loce
2014	—	`conf`	Estimating Gaze Direction of Vehicle Drivers Using a Smartphone Camera. CVPR Workshops Meng-Che Chuang, Raja Bala, Edgar A. Bernal, Peter Paul, Aaron Burry
2014	—	`conf`	Non contact monitoring of respiratory function via depth sensing. BHI Edgar A. Bernal, Lalit K. Mestha, Eribaweimon Shilla
2014	J	`jnl`	Parametrically controlled stochastically seeded clustered halftones: design strategies and applications. J. Electronic Imaging Edgar A. Bernal, Robert P. Loce, Shen-Ge Wang, Zhigang Fan
2014	J	`jnl`	Two algorithms for compressed sensing of sparse tensors. CoRR Shmuel Friedland, Qun Li, Dan Schonfeld, Edgar A. Bernal
2013	J	`jnl`	Computer vision in roadway transportation systems: a survey. J. Electronic Imaging Robert P. Loce, Edgar A. Bernal, Wencheng Wu, Raja Bala
2013	J	`jnl`	Efficient processing of transportation surveillance videos in the compressed domain. J. Electronic Imaging Orhan Bulan, Edgar A. Bernal, Robert P. Loce
2013	—	`conf`	Monocular vision-based vehicular speed estimation from compressed video streams. ITSC Edgar A. Bernal, Wencheng Wu, Orhan Bulan, Robert P. Loce
2013	—	`conf`	Parking lot occupancy determination from lamp-post camera images. ITSC Diana L. Delibaltov, Wencheng Wu, Robert P. Loce, Edgar A. Bernal
2013	—	`conf`	Vehicle-triggered video compression/decompression for fast and efficient searching in large video databases. Video Surveillance and Transportation Imaging Applications Orhan Bulan, Edgar A. Bernal, Robert P. Loce, Wencheng Wu
2013	J	`jnl`	Video-based real-time on-street parking occupancy detection system. J. Electronic Imaging Orhan Bulan, Robert P. Loce, Wencheng Wu, YaoRong Wang, Edgar A. Bernal, Zhigang Fan
2012	—	`conf`	Parametrically controlled, stochastically seeded clustered halftones. Color Imaging: Displaying, Processing, Hardcopy, and Applications Edgar A. Bernal, Shen-Ge Wang, Robert P. Loce
2012	—	`conf`	Survey of computer vision in roadway transportation systems. Visual Information Processing and Communication Natesh Manikoth, Robert P. Loce, Edgar A. Bernal, Wencheng Wu
2012	—	`conf`	Tire classification from still images and video. ITSC Orhan Bulan, Edgar A. Bernal, Robert P. Loce, Wencheng Wu