Michael Giering

According to our database, Michael Giering authored at least 14 papers between 2008 and 2021.

Collaborative distances:

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

2021

Unsupervised PulseNet: Automated Pruning of Convolutional Neural Networks by K-Means Clustering.

David Browne, Michael Giering, Steven D. Prestwich

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

2020

PulseNetOne: Fast Unsupervised Pruning of Convolutional Neural Networks for Remote Sensing.

David Browne, Michael Giering, Steven D. Prestwich

Remote. Sens., 2020

2019

Structural Material Property Tailoring Using Deep Neural Networks.

Oshin Olesegun, Ryan Noraas, Michael Giering, Nagendra Somanath

CoRR, 2019

Pulse-Net: Dynamic Compression of Convolutional Neural Networks.

David Browne, Michael Giering, Steven D. Prestwich

Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

Generative Adversarial Networks for Spectral Super-Resolution and Bidirectional RGB-To-Multispectral Mapping.

Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Deep Learning Human Activity Recognition.

David Browne, Michael Giering, Steve Prestwich

Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019

2018

Generative Adversarial Networks for Depth Map Estimation From RGB Video.

Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Deep Learning for Automated Occlusion Edge Detection in RGB-D Frames.

Soumik Sarkar, Vivek Venugopalan, Kishore K. Reddy, Julian Ryde, Navdeep Jaitly, Michael Giering

J. Signal Process. Syst., 2017

2015

Multi-modal sensor registration for vehicle perception via deep neural networks.

Michael Giering, Vivek Venugopalan, Kishore K. Reddy

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

2014

Occlusion Edge Detection in RGB-D Frames using Deep Convolutional Networks.

Soumik Sarkar, Vivek Venugopalan, Kishore K. Reddy, Michael Giering, Julian Ryde, Navdeep Jaitly

CoRR, 2014

2012

Simplex Decompositions using SVD and PLSA.

Madhusudana V. S. Shashanka, Michael Giering

Proceedings of the ICPRAM 2012, 2012

2011

Parametric Characterization of Multimodal Distributions with Non-gaussian Modes.

Ashutosh Tewari, Michael Giering, Arvind Raghunathan

Proceedings of the Data Mining Workshops (ICDMW), 2011

2009

Mining Retail Transaction Data for Targeting Customers with Headroom - A Case Study.

Madhu Shashanka, Michael Giering

Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

2008

Retail sales prediction and item recommendations using customer demographics at store level.

Michael Giering

SIGKDD Explor., 2008