| 2022 | IPAS | Computer vision-based classification of schizophrenia patients from retinal imagery. | Diana Joseph, Adriann Lai, Steven M. Silverstein, Rajeev S. Ramchandran, Edgar A. Bernal |
| 2021 | CVPR | Training Deep Generative Models in Highly Incomplete Data Scenarios With Prior Regularization. | Edgar A. Bernal |
| 2021 | IPAS | Breast Cancer Tissue Sub-Region Classification from Second Harmonic Generation Imagery via Machine Learning. | Wencheng Wu, Beilei Xu, Edgar A. Bernal, Robert L. Hill, Danielle Desa, Edward B. Brown |
| 2020 | CVPR | McFlow: Monte Carlo Flow Models for Data Imputation. | Trevor W. Richardson, Wencheng Wu, Lei Lin, Beilei Xu, Edgar A. Bernal |
| 2019 | CVPR | Surrogate Contrastive Network for Supervised Band Selection in Multispectral Computer Vision Tasks. | Edgar A. Bernal |
| 2019 | CVPR | Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis. | Lei Lin, Beilei Xu, Wencheng Wu, Trevor W. Richardson, Edgar A. Bernal |
| 2019 | CVPR | Generative Adversarial Networks for Spectral Super-Resolution and Bidirectional RGB-To-Multispectral Mapping. | Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal |
| 2019 | SMC | Coupling Deep Discriminative and Generative Models for Reactive Robot Planning in Human-Robot Collaboration. | Olusegun Oshin, Edgar A. Bernal, Binu M. Nair, Jerry Ding, Richa Varma, Richard W. Osborne, Eddie Tunstel, Francesca Stramandinoli |
| 2018 | CVPR | Generative Adversarial Networks for Depth Map Estimation From RGB Video. | Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal |
| 2017 | CVPR | An Algorithm for Parallel Reconstruction of Jointly Sparse Tensors with Applications to Hyperspectral Imaging. | Qun Li, Edgar A. Bernal |
| 2017 | CVPR | Deep Multimodal Representation Learning from Temporal Data. | Xitong Yang, Palghat Ramesh, Radha Chitta, Sriganesh Madhvanath, Edgar A. Bernal, Jiebo Luo |
| 2017 | ICIP | Tensorial compressive sensing of jointly sparse matrices with applications to color imaging. | Edgar A. Bernal, Qun Li |
| 2016 | ICIP | A study on the discriminability of facs from spontaneous facial expressions. | Matthew Shreve, Edgar A. Bernal, Qun Li, Jayant Kumar, Raja Bala |
| 2016 | WACV | Model-less and model-based computationally efficient motion estimation for video compression in transportation applications. | Edgar A. Bernal, Qun Li, Orhan Bulan, Wencheng Wu, Stuart Schweid |
| 2016 | WACV | Scene-independent feature- and classifier-based vehicle headlight and shadow removal in video sequences. | Qun Li, Edgar A. Bernal, Matthew Shreve, Robert P. Loce |
| 2015 | CVPR | On-the-fly hand detection training with application in egocentric action recognition. | Jayant Kumar, Qun Li, Survi Kyal, Edgar A. Bernal, Raja Bala |
| 2015 | ICASSP | Hybrid vectorial and tensorial Compressive Sensing for hyperspectral imaging. | Edgar A. Bernal, Qun Li |
| 2014 | CVPR | Estimating Gaze Direction of Vehicle Drivers Using a Smartphone Camera. | Meng-Che Chuang, Raja Bala, Edgar A. Bernal, Peter Paul, Aaron Burry |