Greg Hamerly

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 6

Top Topics

Feature Extractor

Visual Recognition

Active Learning

Top Venues

Publications

Korn Sooksatra, Greg Hamerly, Pablo Rivas
Is ReLU Adversarially Robust? CoRR (2024)
Shaif Chowdhury, Greg Hamerly, Monica E. McGarrity
Active Learning Strategy Using Contrastive Learning and K-means for Aquatic Invasive Species Recognition. WACV (Workshops) (2024)
Shaif Chowdhury, Sadia Nasrin Tisha, Monica E. McGarrity, Greg Hamerly
Video-Based Recognition of Aquatic Invasive Species Larvae Using Attention-LSTM Transformer. ISVC (1) (2023)
Alibek Zhakubayev, Greg Hamerly
Clustering Faster and Better with Projected Data. ICISDM (2022)
Shaif Chowdhury, Greg Hamerly
Recognition of Aquatic Invasive Species Larvae Using Autoencoder-Based Feature Averaging. ISVC (1) (2022)
Petr Rysavý, Greg Hamerly
-means algorithms. SDM (2016)
Pablo Rivas-Perea, Ryan Henning, Bryan Shaw, Greg Hamerly
Finding the smallest circle containing the iris in the denoised wavelet domain. SSIAI (2014)
Ryan Henning, Pablo Rivas-Perea, Bryan Shaw, Greg Hamerly
A Convolutional Neural Network approach for classifying leukocoria. SSIAI (2014)
Greg Hamerly, Greg Speegle
Efficient Model Selection for Large-Scale Nearest-Neighbor Data Mining. BNCOD (2010)
Greg Hamerly
Making k-means Even Faster. SDM (2010)
Bing Yin, Greg Hamerly
Hierarchical Stability-Based Model Selection for Clustering Algorithms. ICMLA (2009)
Erez Perelman, Jeremy Lau, Harish Patil, Aamer Jaleel, Greg Hamerly, Brad Calder
Cross Binary Simulation Points. ISPASS (2007)
Greg Hamerly, Erez Perelman, Jeremy Lau, Brad Calder, Timothy Sherwood
Using Machine Learning to Guide Architecture Simulation. J. Mach. Learn. Res. 7 (2006)
Greg Hamerly, Erez Perelman, Brad Calder
Comparing multinomial and k-means clustering for SimPoint. ISPASS (2006)
Yu Feng, Greg Hamerly
PG-means: learning the number of clusters in data. NIPS (2006)
Jeremy Lau, Jack Sampson, Erez Perelman, Greg Hamerly, Brad Calder
The Strong correlation Between Code Signatures and Performance. ISPASS (2005)
Jeremy Lau, Erez Perelman, Greg Hamerly, Timothy Sherwood, Brad Calder
Motivation for Variable Length Intervals and Hierarchical Phase Behavior. ISPASS (2005)
Greg Hamerly, Erez Perelman, Jeremy Lau, Brad Calder
SimPoint 3.0: Faster and More Flexible Program Phase Analysis. J. Instr. Level Parallelism 7 (2005)
Greg Hamerly, Erez Perelman, Brad Calder
How to use SimPoint to pick simulation points. SIGMETRICS Perform. Evaluation Rev. 31 (4) (2004)
Erez Perelman, Greg Hamerly, Brad Calder
Picking Statistically Valid and Early Simulation Points. IEEE PACT (2003)
Timothy Sherwood, Erez Perelman, Greg Hamerly, Suleyman Sair, Brad Calder
Discovering and Exploiting Program Phases. IEEE Micro 23 (6) (2003)
Erez Perelman, Greg Hamerly, Michael Van Biesbrouck, Timothy Sherwood, Brad Calder
Using SimPoint for accurate and efficient simulation. SIGMETRICS (2003)
Greg Hamerly, Charles Elkan
Learning the k in k-means. NIPS (2003)
Timothy Sherwood, Erez Perelman, Greg Hamerly, Brad Calder
Automatically characterizing large scale program behavior. ASPLOS (2002)
Greg Hamerly, Charles Elkan
Alternatives to the k-means algorithm that find better clusterings. CIKM (2002)
Greg Hamerly, Charles Elkan
Bayesian approaches to failure prediction for disk drives. ICML (2001)