Daniel Cummings

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 15

Top Topics

Neural Architecture

Pruning Methods

Perceptual Quality

Graph Representation

Top Venues

Publications

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