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Michael Giering
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2020 – today
- 2021
- [c9]David Browne, Michael Giering, Steven D. Prestwich:
Unsupervised PulseNet: Automated Pruning of Convolutional Neural Networks by K-Means Clustering. LOD 2021: 172-184 - 2020
- [j3]David Browne, Michael Giering, Steven D. Prestwich:
PulseNetOne: Fast Unsupervised Pruning of Convolutional Neural Networks for Remote Sensing. Remote. Sens. 12(7): 1092 (2020)
2010 – 2019
- 2019
- [c8]David Browne, Michael Giering, Steve Prestwich:
Deep Learning Human Activity Recognition. AICS 2019: 76-87 - [c7]Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal:
Generative Adversarial Networks for Spectral Super-Resolution and Bidirectional RGB-To-Multispectral Mapping. CVPR Workshops 2019: 926-933 - [c6]David Browne, Michael Giering, Steven D. Prestwich:
Pulse-Net: Dynamic Compression of Convolutional Neural Networks. WF-IoT 2019: 346-351 - [i3]Oshin Olesegun, Ryan Noraas, Michael Giering, Nagendra Somanath:
Structural Material Property Tailoring Using Deep Neural Networks. CoRR abs/1901.10281 (2019) - 2018
- [c5]Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal:
Generative Adversarial Networks for Depth Map Estimation From RGB Video. CVPR Workshops 2018: 1177-1185 - 2017
- [j2]Soumik Sarkar, Vivek Venugopalan, Kishore K. Reddy, Julian Ryde, Navdeep Jaitly, Michael Giering:
Deep Learning for Automated Occlusion Edge Detection in RGB-D Frames. J. Signal Process. Syst. 88(2): 205-217 (2017) - 2015
- [c4]Michael Giering, Vivek Venugopalan, Kishore K. Reddy:
Multi-modal sensor registration for vehicle perception via deep neural networks. HPEC 2015: 1-6 - 2014
- [i2]Michael Giering, Kishore K. Reddy, Vivek Venugopalan:
Multi-modal Sensor Registration for Vehicle Perception via Deep Neural Networks. CoRR abs/1412.7006 (2014) - [i1]Soumik Sarkar, Vivek Venugopalan, Kishore K. Reddy, Michael Giering, Julian Ryde, Navdeep Jaitly:
Occlusion Edge Detection in RGB-D Frames using Deep Convolutional Networks. CoRR abs/1412.7007 (2014) - 2012
- [c3]Madhusudana V. S. Shashanka, Michael Giering:
Simplex Decompositions using SVD and PLSA. ICPRAM (1) 2012: 248-252 - 2011
- [c2]Ashutosh Tewari, Michael Giering, Arvind Raghunathan:
Parametric Characterization of Multimodal Distributions with Non-gaussian Modes. ICDM Workshops 2011: 286-292
2000 – 2009
- 2009
- [c1]Madhu Shashanka, Michael Giering:
Mining Retail Transaction Data for Targeting Customers with Headroom - A Case Study. AIAI 2009: 347-355 - 2008
- [j1]Michael Giering:
Retail sales prediction and item recommendations using customer demographics at store level. SIGKDD Explor. 10(2): 84-89 (2008)
Coauthor Index
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