Sam Caulfield

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 9

Top Topics

Convolutional Neural Network

Object Recognition

Knowledge Discovery

Top Venues

Hot Chips Symposium

Publications

Xiaofan Xu, Sam Caulfield, Joao Amaro, Gabriel Falcão, David Moloney
1.2 Watt Classification of 3D Voxel Based Point-clouds using a CNN on a Neural Compute Stick. Neurocomputing 393 (2020)
Jonathan Byrne, Leonie Buckley, Sam Caulfield, David Moloney
VOLA: A Compact Volumetric Format for 3D Mapping and Embedded Systems. GISTAM (2018)
Jonathan Byrne, Sam Caulfield, Leonie Buckley, Xiaofan Xu, Dexmont Peña, Gary Baugh, David Moloney
Applications of the VOLA format for 3D data knowledge discovery. ICNC-FSKD (2017)
Xiaofan Xu, Joao Amaro, Sam Caulfield, Andrew Forembski, Gabriel Falcão, David Moloney
Convolutional neural network on neural compute stick for voxelized point-clouds classification. CISP-BMEI (2017)
Xiaofan Xu, Joao Amaro, Sam Caulfield, Gabriel Falcão, David Moloney
Classify 3D voxel based point-cloud using convolutional neural network on a neural compute stick. ICNC-FSKD (2017)
Xiaofan Xu, David Corrigan, Alireza Dehghani, Sam Caulfield, David Moloney
3D Object Recognition Based on Volumetric Representation Using Convolutional Neural Networks. AMDO (2016)
Leonie Buckley, Sam Caulfield, David Moloney
MvEcho - acoustic response modelling for auralisation. Hot Chips Symposium (2016)
Leonie Buckley, Sam Caulfield, David Moloney
MvEcho. Hot Chips Symposium (2016)
Xiaofan Xu, Alireza Dehghani, David Corrigan, Sam Caulfield, David Moloney
Convolutional Neural Network for 3D object recognition using volumetric representation. SPLINE (2016)