Research Explorer

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Researcher

Steven Bohez

Awards & Distinctions

25 Results

2019

Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things

Sam LerouxSteven BohezElias De ConinckPieter Van MolleBert VankeirsbilckTim VerbelenPieter SimoensBart Dhoedt

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

2018

DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure

Elias De ConinckSteven BohezSam LerouxTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

A1 Journal Article in JOURNAL OF SYSTEMS AND SOFTWARE

Fingerprinting encrypted network traffic types using machine learning

Sam LerouxSteven BohezPieter-Jan MaenhautNathan MeheusPieter SimoensBart Dhoedt

Robot navigation using a variational dynamics model for state estimation and robust control

Steven BohezTim VerbelenSam LerouxElias De ConinckBert VankeirsbilckPieter SimoensBart Dhoedt

The crowd as a cameraman : on-stage display of crowdsourced mobile video at large-scale events

Steven BohezGlenn DaneelsLander Van HerzeeleNiels Van KetsSam DecrockMatthias De GeyterGlenn Van WallendaelPeter LambertBart DhoedtPieter Simoens et al.

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

2017

Decoupled learning of environment characteristics for safe exploration

Pieter Van MolleTim VerbelenSteven BohezSam LerouxPieter SimoensBart Dhoedt

Sensor fusion for robot control through deep reinforcement learning

Steven BohezTim VerbelenElias De ConinckBert VankeirsbilckPieter SimoensBart Dhoedt

The cascading neural network : building the Internet of Smart Things

Sam LerouxSteven BohezElias De ConinckTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

A1 Journal Article in KNOWLEDGE AND INFORMATION SYSTEMS

Transfer learning with binary neural networks

Sam LerouxSteven BohezTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

2016

Dynamic auto-scaling and scheduling of deadline constrained service workloads on IaaS clouds

Elias De ConinckTim VerbelenBert VankeirsbilckSteven BohezPieter SimoensBart Dhoedt

A1 Journal Article in JOURNAL OF SYSTEMS AND SOFTWARE

Efficiency Evaluation of Character-level RNN Training Schedules

Cedric De BoomSam LerouxSteven BohezPieter SimoensThomas DemeesterBart Dhoedt

Lazy evaluation of convolutional filters

Sam LerouxSteven BohezCedric De BoomElias De ConinckTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

Middleware platform for distributed applications incorporating robots, sensors and the cloud

Elias De ConinckSteven BohezSam LerouxTim VerbelenBert VankeirsbilckBart DhoedtPieter Simoens

Multi-fidelity Matryoshka neural networks for constrained IoT devices

Sam LerouxSteven BohezElias De ConinckTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

2015

Cloudlet-based large-scale 3D reconstruction using real-time data from mobile depth cameras

Steven BohezJ CouvreurBart DhoedtPieter Simoens

DIANNE: Distributed artificial neural networks for the internet of things

Elias De ConinckTim VerbelenBert VankeirsbilckSteven BohezSam LerouxPieter Simoens

Discrete-event simulation for efficient and stable resource allocation in collaborative mobile cloudlets

Steven BohezTim VerbelenPieter SimoensBart Dhoedt

A1 Journal Article in SIMULATION MODELLING PRACTICE AND THEORY

Distributed neural networks for Internet of Things: the Big-Little approach

Elias De ConinckTim VerbelenBert VankeirsbilckSteven BohezPieter SimoensPiet DemeesterBart Dhoedt

Learning semantic similarity for very short texts

Cedric De BoomSteven Van CanneytSteven BohezThomas DemeesterBart Dhoedt

Resource-constrained classification using a cascade of neural network layers

Sam LerouxSteven BohezTim VerbelenBert VankeirsbilckPieter SimoensBart Dhoedt

Upstream content scheduling in Wi-Fi DenseNets during large-scale events

G DanneelsJeroen FamaeySteven BohezPieter SimoensSteven Latré

2014

Allocation algorithms for autonomous management of collaborative cloudlets

Steven BohezTim VerbelenPieter SimoensBart Dhoedt

Enabling component-based mobile cloud computing with the AIOLOS middleware

Steven BohezElias De ConinckTim VerbelenPieter SimoensBart Dhoedt

Management of crowdsourced first-person video: street view live

Steven BohezJ MostaertTim VerbelenPieter SimoensBart Dhoedt

2013

Mobile, collaborative augmented reality using cloudlets

Steven BohezJoeri De TurckTim VerbelenPieter SimoensBart Dhoedt