Omar DeGuchy - RankMe

12 papers C 3Misc 1Journal 1Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Signal Reconstructions for ECG-Transmembrane Voltage Potentials Using Transformers. ISBI Jocelyn Ornelas Munoz, Gbocho M. Terasaki, Aditya Ranganath, Omar DeGuchy, Roummel F. Marcia
2022	C	`conf`	Recurrent Nerual Imaging: An Evolutionary Approach for Mixed Possion-Gaussian Image Denoising. ICMLA Aditya Ranganath, Omar DeGuchy, Fabian Santiago, Mukesh Singhal, Roummel F. Marcia
2021	—	`conf`	Multi-Stage Gaussian Noise Reduction with Recurrent Neural Networks. ACSCC Aditya Ranganath, Omar DeGuchy, Mukesh Singhal, Roummel F. Marcia
2021	—	`conf`	Second-Order Trust-Region Optimization for Data-Limited Inference. EUSIPCO Aditya Ranganath, Omar DeGuchy, Mukesh Singhal, Roummel F. Marcia
2020	C	`conf`	Deep Convolutional Autoencoders for Deblurring and Denoising Low-Resolution Images. ISITA Michael Fernando Mendez Jimenez, Omar DeGuchy, Roummel F. Marcia
2020	C	`conf`	Image Classification in Synthetic Aperture Radar Using Reconstruction from Learned Inverse Scattering. IGARSS Jacqueline Alvarez, Omar DeGuchy, Roummel F. Marcia
2020	—	`—`	Large-Scale Optimization and Deep Learning Techniques for Data-Driven Signal Processing. Omar DeGuchy
2020	—	`conf`	Related Inference: A Supervised Learning Approach to Detect Signal Variation in Genome Data. EUSIPCO Mario Banuelos, Omar DeGuchy, Suzanne Sindi, Roummel F. Marcia
2019	Misc	`conf`	Deep Neural Networks for Low-resolution Photon-limited Imaging. ICASSP Omar DeGuchy, Fabian Santiago, Mario Banuelos, Roummel F. Marcia
2018	J	`jnl`	Compact representation of the full Broyden class of quasi-Newton updates. Numer. Linear Algebra Appl. Omar DeGuchy, Jennifer B. Erway, Roummel F. Marcia
2018	—	`conf`	Trust-Region Minimization Algorithm for Training Responses (TRMinATR): The Rise of Machine Learning Techniques. EUSIPCO Jacob Rafati, Omar DeGuchy, Roummel F. Marcia
2017	—	`conf`	Photon-Limited fluorescence lifetime imaging microscopy signal recovery with known bounds. CAMSAP Omar DeGuchy, Lasith Adhikari, Arnold D. Kim, Roummel F. Marcia