Daniel Cummings

According to our database, Daniel Cummings authored at least 13 papers between 1990 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models.

Dan Jacobellis, Daniel Cummings, Neeraja J. Yadwadkar

Proceedings of the Data Compression Conference, 2024

2023

Neural Architecture Codesign for Fast Bragg Peak Analysis.

Luke McDermott, Jason Weitz, Dmitri Demler, Daniel Cummings, Nhan Tran, Javier M. Duarte

CoRR, 2023

UniCat: Crafting a Stronger Fusion Baseline for Multimodal Re-Identification.

Jennifer Crawford, Haoli Yin, Luke McDermott, Daniel Cummings

CoRR, 2023

Linear Mode Connectivity in Sparse Neural Networks.

Luke McDermott, Daniel Cummings

CoRR, 2023

GraFT: Gradual Fusion Transformer for Multimodal Re-Identification.

Haoli Yin, Jiayao Li, Eva Schiller, Luke McDermott, Daniel Cummings

CoRR, 2023

Distilled Pruning: Using Synthetic Data to Win the Lottery.

Luke McDermott, Daniel Cummings

CoRR, 2023

2022

A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities.

Daniel Cummings, Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Juan Pablo Muñoz, Sairam Sundaresan

CoRR, 2022

A Hardware-Aware System for Accelerating Deep Neural Network Optimization.

Anthony Sarah, Daniel Cummings, Sharath Nittur Sridhar, Sairam Sundaresan, Maciej Szankin, Tristan Webb, J. Pablo Munoz

CoRR, 2022

Technology Growth Ranking Using Temporal Graph Representation Learning.

Daniel Cummings, Ashrita Brahmaroutu, Marcel Nassar, Nesreen K. Ahmed

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Accelerating neural architecture exploration across modalities using genetic algorithms.

Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Automated Super-Network Generation for Scalable Neural Architecture Search.

Juan Pablo Muñoz, Nikolay Lyalyushkin, Chaunte Willetta Lacewell, Anastasia Senina, Daniel Cummings, Anthony Sarah, Alexander Kozlov, Nilesh Jain

Proceedings of the International Conference on Automated Machine Learning, 2022

2020

Structured Citation Trend Prediction Using Graph Neural Networks.

Daniel Cummings, Marcel Nassar

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

1990

The Tera computer system.

Robert Alverson, David Callahan, Daniel Cummings, Brian D. Koblenz, Allan Porterfield, Burton J. Smith

Proceedings of the 4th international conference on Supercomputing, 1990