Joe Townsend

Senior Research Manager, Cognitive Graph Research Group, Fujitsu Research of Europe

Joined

November 2021

Names

Joe Townsend (Preferred)

Emails

****@fujitsu.com (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Senior Research Manager

Cognitive Graph Research Group, Fujitsu Research of Europe (fujitsu.com)

2024 – Present

Advisors, Relations & Conflicts

Coworker

Kwun Ho Ngan

Present

Expertise

No areas of expertise listed

Publications

Method and system for predicting garment attributes using deep learning
Yu Chen, Sukrit Shashi Shankar, Jim Downing, Joe Townsend, Duncan Robertson, Tom Adeyoola
- US Patent 11,080,918
- Readers: Everyone
Contrastive Vision-Language Learning with Paraphrasing and Negation
Kwun Ho Ngan, Saman Sadeghi Afgeh, Joe Townsend, Artur d'Avila Garcez
- Submitted to ICLR 2026
- Readers: Everyone
Symbolic Knowledge Extraction and Distillation into Convolutional Neural Networks to Improve Medical Image Classification
Kwun Ho Ngan, James Phelan, Joe Townsend, Artur d'Avila Garcez
- IJCNN 2024
- Readers: Everyone
Discovering Visual Concepts and Rules in Convolutional Neural Networks
Joe Townsend, Esma Mansouri-Benssassi, Kwun Ho Ngan, Artur d'Avila Garcez
- Compendium of Neurosymbolic Artificial Intelligence 2023
- Readers: Everyone
Closing the Neural-Symbolic Cycle: Knowledge Extraction, User Intervention and Distillation from Convolutional Neural Networks
Kwun Ho Ngan, James Phelan, Esma Mansouri-Benssassi, Joe Townsend, Artur S. d'Avila Garcez
- NeSy 2023
- Readers: Everyone
On the Explainability of Convolutional Layers for Multi-Class Problems
Joe Townsend, Mateusz Kudla, Agnieszka Raszkowska, Theodoros Kasiousmis
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
Elite BackProp: Training Sparse Interpretable Neurons
Theodoros Kasioumis, Joe Townsend, Hiroya Inakoshi
- NeSy 2021
- Readers: Everyone
ERIC: Extracting Relations Inferred from Convolutions
Joe Townsend, Theodoros Kasioumis, Hiroya Inakoshi
- CoRR 2020
- Readers: Everyone
Artificial Development of Biologically Plausible Neural-Symbolic Networks
Joe Townsend, Ed Keedwell, Antony Galton
- Cogn. Comput. 2014
- Readers: Everyone

View all 20 publications

Co-Authors

View all 44 co-authors