Daniel Cummings

16 papers A 1B 1Misc 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2024 B conf
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models.
DCC
Dan Jacobellis, Daniel Cummings, Neeraja J. Yadwadkar
2024 J jnl
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models.
CoRR
Dan Jacobellis, Daniel Cummings, Neeraja J. Yadwadkar
2023 J jnl
Distilled Pruning: Using Synthetic Data to Win the Lottery.
CoRR
Luke McDermott, Daniel Cummings
2023 J jnl
GraFT: Gradual Fusion Transformer for Multimodal Re-Identification.
CoRR
Haoli Yin, Jiayao Li, Eva Schiller, Luke McDermott, Daniel Cummings
2023 J jnl
Linear Mode Connectivity in Sparse Neural Networks.
CoRR
Luke McDermott, Daniel Cummings
2023 J jnl
Neural Architecture Codesign for Fast Bragg Peak Analysis.
CoRR
Luke McDermott, Jason Weitz, Dmitri Demler, Daniel Cummings, Nhan Tran, Javier M. Duarte
2023 J jnl
UniCat: Crafting a Stronger Fusion Baseline for Multimodal Re-Identification.
CoRR
Jennifer Crawford, Haoli Yin, Luke McDermott, Daniel Cummings
2022 J jnl
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities.
CoRR
Daniel Cummings, Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Juan Pablo Muñoz, Sairam Sundaresan
2022 J jnl
A Hardware-Aware System for Accelerating Deep Neural Network Optimization.
CoRR
Anthony Sarah, Daniel Cummings, Sharath Nittur Sridhar, Sairam Sundaresan, Maciej Szankin, Tristan Webb, J. Pablo Munoz
2022 J jnl
Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms.
CoRR
Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin
2022 — conf
Accelerating neural architecture exploration across modalities using genetic algorithms.
GECCO Companion
Daniel Cummings, Sharath Nittur Sridhar, Anthony Sarah, Maciej Szankin
2022 — conf
Automated Super-Network Generation for Scalable Neural Architecture Search.
AutoML
Juan Pablo Muñoz, Nikolay Lyalyushkin, Chaunte Willetta Lacewell, Anastasia Senina, Daniel Cummings, Anthony Sarah, Alexander Kozlov, Nilesh Jain
2022 — conf
Technology Growth Ranking Using Temporal Graph Representation Learning.
WWW (Companion Volume)
Daniel Cummings, Ashrita Brahmaroutu, Marcel Nassar, Nesreen K. Ahmed
2021 J jnl
Structured Citation Trend Prediction Using Graph Neural Networks.
CoRR
Daniel Cummings, Marcel Nassar
2020 Misc conf
Structured Citation Trend Prediction Using Graph Neural Networks.
ICASSP
Daniel Cummings, Marcel Nassar
1990 A conf
The Tera computer system.
ICS
Robert Alverson, David Callahan, Daniel Cummings, Brian D. Koblenz, Allan Porterfield, Burton J. Smith