Timothy Doster

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Image Processing

Sparse Reconstruction

Orthogonal Matching Pursuit

Top Venues

Publications

James Koch, Brenda Forland, Bruce Bernacki, Timothy Doster, Tegan Emerson
Data-Driven Invertible Neural Surrogates of Atmospheric Transmission. CoRR (2024)
Mathilde Papillon, Mustafa Hajij, Audun Myers, Florian Frantzen, Ghada Zamzmi, Helen Jenne, Johan Mathe, Josef Hoppe, Michael T. Schaub, Theodore Papamarkou, Aldo Guzmán-Sáenz, Bastian Rieck, Neal Livesay, Tamal K. Dey, Abraham Rabinowitz, Aiden Brent, Alessandro Salatiello, Alexander Nikitin, Ali Zia, Claudio Battiloro, Dmitrii Gavrilev, Georg Bökman, German Magai, Gleb Bazhenov, Guillermo Bernárdez, Indro Spinelli, Jens Agerberg, Kalyan Varma Nadimpalli, Lev Telyatnikov, Luca Scofano, Lucia Testa, Manuel Lecha, Maosheng Yang, Mohammed Hassanin, Odin Hoff Gardaa, Olga Zaghen, Paul Häusner, Paul Snopoff, Pavlo Melnyk, Rubén Ballester, Sadrodin Barikbin, Sergio Escalera, Simone Fiorellino, Henry Kvinge, Jan Meissner, Karthikeyan Natesan Ramamurthy, Michael Scholkemper, Paul Rosen, Robin Walters, Shreyas N. Samaga, Soham Mukherjee, Sophia Sanborn, Tegan Emerson, Timothy Doster, Tolga Birdal, Vincent P. Grande, Abdelwahed Khamis, Simone Scardapane, Suraj Singh, Tatiana Malygina, Yixiao Yue, Nina Miolane
ICML 2023 Topological Deep Learning Challenge: Design and Results. TAG-ML (2023)
Timothy Doster, Tegan Emerson, Henry Kvinge, Nina Miolane, Mathilde Papillon, Bastian Rieck, Sophia Sanborn
Preface. TAG-ML (2023)
Michael G. Rawson, Timothy Doster, Tegan Emerson
Reproducing Kernel Hilbert Space Pruning for Sparse Hyperspectral Abundance Prediction. CoRR (2023)
Alexander Cloninger, Timothy Doster, Tegan Emerson, Manohar Kaul, Ira Ktena, Henry Kvinge, Nina Miolane, Bastian Rice, Sarah Tymochko, Guy Wolf
Preface. TAG-ML (2022)
Henry Kvinge, Tegan H. Emerson, Grayson Jorgenson, Scott Vasquez, Timothy Doster, Jesse D. Lew
In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? CoRR (2022)
Sarah Tymochko, Julien Chaput, Timothy Doster, Emilie Purvine, Jackson Warley, Tegan Emerson
Con Connections: Detecting Fraud from Abstracts using Topological Data Analysis. ICMLA (2021)
Ted Fujimoto, Timothy Doster, Adam Attarian, Jill Brandenberger, Nathan Hodas
Reward-Free Attacks in Multi-Agent Reinforcement Learning. CoRR (2021)
Lucius Bynum, Timothy Doster, Tegan H. Emerson, Henry Kvinze
Rotational Equivariance for Object Classification Using xView. IGARSS (2020)
Sarah Tymochko, Zachary New, Lucius Bynum, Emilie Purvine, Timothy Doster, Julien Chaput, Tegan Emerson
Argumentative Topology: Finding Loop(holes) in Logic. CoRR (2020)
Tegan H. Emerson, Colin C. Olson, Timothy Doster
Path-Based Dictionary Augmentation: A Framework for Improving k-Sparse Image Processing. IEEE Trans. Image Process. 29 (2020)
Tegan H. Emerson, Jason A. Edelberg, Timothy Doster, Nicholas Merrill, Colin C. Olson
Generative And Encoded Anomaly Detectors. WHISPERS (2019)
Tegan H. Emerson, Timothy Doster, Colin C. Olson
Path-Based Background Model Augmentation for Hyperspectral Anomaly Detection. WHISPERS (2018)
Tegan H. Emerson, Timothy Doster, Colin C. Olson
Path Orthogonal Matching Pursuit for k-Sparse Image Reconstruction. EUSIPCO (2018)
Timothy Doster, Tegan Emerson, Colin C. Olson
Path Orthogonal Matching Pursuit for Sparse Reconstruction and Denoising of SWIR Maritime Imagery. CVPR Workshops (2018)
Colin C. Olson, Timothy Doster
A Novel Detection Paradigm and Its Comparison to Statistical and Kernel-Based Anomaly Detection Algorithms for Hyperspectral Imagery. CVPR Workshops (2017)
Timothy Doster, Colin C. Olson, Erin Fleet, Michael Yetzbacher
Selecting an Optimized COTS Filter Set for Multispectral Plenoptic Sensing. CVPR Workshops (2017)
Leslie N. Smith, Emily M. Hand, Timothy Doster
Gradual DropIn of Layers to Train Very Deep Neural Networks. CVPR (2016)
Leslie N. Smith, Emily M. Hand, Timothy Doster
Gradual DropIn of Layers to Train Very Deep Neural Networks. CoRR (2015)
Alexander Cloninger, Wojciech Czaja, Timothy Doster
Operator analysis and diffusion based embeddings for heterogeneous data fusion. IGARSS (2014)
Alexander Cloninger, Wojciech Czaja, Timothy Doster
A case study on data fusion with overlapping segments. AIPR (2013)