Concepedia

Ben Harwood

BH

Statistics

Publications

6

Citations

589

H-Index

6

Active since

2016

Affiliations

Monash University(Current)

Australian Centre for Robotic Vision

Australian Regenerative Medicine Institute

The University of Adelaide

Ben Harwood is an author at Monash University specializing in deep learning, engineering, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningPattern RecognitionKnowledge DiscoveryData MiningMachine VisionImage Analysis

Publications per year

2016–2020

6

Publications

6

Smart Mining for Deep Metric Learning

Ben Harwood, Vijay Kumar B G, Gustavo Carneiro et al. · 2017 · 330 citations

Geometric Learning, Multiple Instance Learning, Engineering +15

FANNG: Fast Approximate Nearest Neighbour Graphs

Ben Harwood, Tom Drummond · 2016 · 125 citations

Geometric Learning, Nearest Neighbour, Machine Learning +21

Delta Descriptors: Change-Based Place Representation for Robust Visual Localization

Sourav Garg, Ben Harwood, Gaurangi Anand et al. · IEEE Robotics and Automation Letters · 2020 · 51 citations · Full text

Smart Mining for Deep Metric Learning

Ben Harwood, Vijay Kumar B G, Gustavo Carneiro et al. · arXiv (Cornell University) · 2017 · 43 citations · Full text

Geometric Learning, Multiple Instance Learning, Engineering +15

Deep Metric Learning and Image Classification with Nearest Neighbour Gaussian Kernels

Benjamin Meyer, Ben Harwood, Tom Drummond · 2018 · 27 citations

Gaussian Kernel Centres, Few-shot Learning, Geometric Learning +19

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