Positions

If you are an Imperial College UG student, you can get involved with us through:

  •   Final-Year Projects. Every year the group offers final year projects related to our group’s research.
  •   Industrial Placements: 3rd Year 天美传媒 can take their placement in our group.
  •   UROP: We offer summer placements to 天美传媒 of all years.  

 

Entry Requirements

Strong academic record in Digital System Design, Programming, Mathematics. Good knowledge of Machine Learning and image processing is desirable.

FPL 2024

May 2024
Our paper on Hardware-aware Sparsity Search (HASS) is accepted to FPL!

AMD visit

Mar 2024
Our team presented our latest work on the acceleration of AI models on FPGAs in AMD San Jose.

cornell tech visit

Feb 2024
Our team member Zhewen Yu shared his work on Accelerator Design Space Exploration in Cornell Tech

Dr Ben Chua

Jan 2024
Congratulations on our team member Ben Chua for passing his PhD viva!

DATE 2024

Nov 2023
Our work on Hardware accelerated Gaussian Belief Propagation in SLAM problems is accepted to DATE

ASAP 2023

May 2023
Our work on optimization and mapping of X3D HAR model on FPGAs is accepted to ASAP

Best Paper Award

Dec 2022
Our work on Selective Classification with OOD data received ACCV Saburo Tsuji Best Paper Award!

ACCV 2022

Sep 2022
Our work on Selective Classification with OOD Data will show in this year's ACCV

ECCV 2022

Sep 2022
Our work On the Usefulness of Deep Ensemble Diversity for OOD Detection is accepted at ECCV workshop

WACV 2023

Sep 2022
Our paper SVD-NAS Coupling Low-Rank Approximation and Neural Architecture Search is accepted to WACV

RCML 2022

Sep 2022
Prof. Bouganis co-organised the 6th Workshop on Reconfigurable Computing for ML (RCML), at FPL 2022

SAIC Talk

JUL 2020
Dr. Bouganis was invited to give a presentation of our recent work to Samsung AI Center, Cambridge.

ICML 2020

JUN 2020
Our paper on Multi-Precision Policy Enforced Training (MuPPET) has been accepted to ICML2020.

Dr. Nur Ahmadi

JUN 2020
Congratulations to our group member Nur Ahmadi for passing his PhD Viva

FPL 2020

MAY 2020
Our paper on Caffe Barista: Brewing Caffe with FPGAs in the Training Loop has been accepted to FPL20

Dr. Manolis Vasileiadis

MAY 2020
Congratulations to our group member Manolis Vasileiadis for passing his PhD Viva

DATE 2020

NOV 2019
Our paper on "A Throughput-Latency Co-Optimised Cascade of CNN Classifiers" is accepted at DATE2020.

FPT 2019

NOV 2019
Our paper on 鈥淧ower-Aware FPGA Mapping of CNNs for On-Device Inference鈥 is accepted at FPT2019.

Welcome Alexander

OCT 2019
We are pleased to welcome Alexander Montgomerie as a PhD Student in iDSL.

ISVLSI 2019 Slides

JULY 2019
Dr. Bouganis presented an overview of our recent work at ISVLSI19 (slides)

Dr. Konstantinos Boikos

JUL 2019
Congratulations to our group member Konstantinos Boikos for passing his PhD Viva

Welcome Mario

FEB 2019
We are pleased to welcome M谩rio Ferreira as a Research Assistant in iDSL.

Future of Drones Workshop

OCT 2018
Dr.Bouganis presented our work in the Future of Drones & UAVs workshop at Austrian Trade Commission

Dr. Stylianos I. Venieris

OCT 2018
Congratulations to our group member Stylianos Venieris for passing his PhD Viva

NG-HPC 2018 Presentation

SEPT 2018
Dr. Bouganis presented our work on fpgaConvNet toolflow in NG-HPC 2018 (slides)

RCML18 Presentation

SEPT 2018
Dr. Bouganis presented our work "Deploying Deep Neural Networks on the Embedded Space" in RCML18

Job Opening

AUG 2018
iDSL is recruiting for a new RA position in the area of Machine Learning and FPGA co-design (click)

CNN-to-FPGA Benchmark

MAY 2018
Our CNN-to-FPGA Benchmark Suite, introduced in our CSUR paper, can be found in our webpage (Click)

Imperial Festival 2018

APR 2018
Our drones were flying in the Robotics Zone of this year's Imperial Festival.

WRC'18 Talk

JAN 2018
Dr.Bouganis gave a talk on "Toolflows for mapping CNNs into FPGAs" in HiPEAC WRC 2018. (slides)

Dr. Shuanglong Liu

JULY 2017
Congratulations to our group member Shuanglong Liu for passing his PhD Viva

Dr. Michail Vavouras

JULY 2017
Congratulations to our group member Michail Vavouras for passing his PhD Viva

UROP Students 2017

JUNE 2017
Our group is excited to welcome 2 UROP 天美传媒 for this summer.