Alessio Xompero will present "Explaining models relating objects and privacy", accepted as poster at the 3rd Explainable AI for Computer Vision (XAI4CV) Workshop at the IEEE/CVF Conference on Computer Vision and Pattern Recognition. The event will attract scholars, researchers, and professional working and contributing to the design and development of more explainable computer vision systems for people to effectively use and interact with them.

Workshop programme and details

Shubhr Singh will present the poster "LHGNN: Local-Higher Order GNNs for Audio Classification & Tagging" at the Geometric Deep Learning Workshop in Cambridge. The event will attract international experts and early career researchers in geometric deep learning through invited talks, keynotes, and poster presentations.

Workshop programme and details

CHIST-ERA Projects Seminar is an annual 2-day event that brings together researchers working on ongoing CHIST-ERA funded projects and representatives of the funding organisations. The event aims at promoting research exchanges between active projects, and to enable discussions between funders and project reviewers. Team members will attend the event to represent GraphNEx and contribute with a presentation on the project status and achievements.

Full programme and registration

The third GraphNEx workshop will take place on 20-21 May 2023 at the École Normale Supérieure de Lyon (ENSL), site René Descartes, in Lyon, France. The summit will promote the transfer of ideas, methods and concepts across the partners.

Shubhr Singh will present "Audio Tagging Graph Neural Networks" at the weekly seminar organised by the Cognitive Science Research Group at Queen Mary University of London. The Audio Tagging Graph Neural Network (ATGNN) not only combines the capability of convolutional neural networks with the global information sharing ability of Graph Neural Networks, but also maps semantic relationships between learnable class embeddings and corresponding spectrogram regions.

Darya Baranouskaya will present her published paper, "Human-interpretable and deep features for image privacy classification", as a poster at the IEEE International Conference on Image Processing (ICIP).

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Myriam Bontonou will present a paper titled "Expliquer la classification d'expression de gènes par la méthode des gradients intégrés" as a poster at the Gretsi conference in Grenoble, France.

Myriam Bontonou will present a poster titled "Explainability and its Limits in Machine Learning in Gene Expression Models" at the 31st Annual Intelligent Systems For Molecular Biology (ISMB) and the 22nd Annual European Conference on Computational Biology (ECCB), in Lyon, France.

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Pierre Borgnat (ENSL) & Philippe Ciblat (IMT Paris) will organize the summer school in Peyresq, France. Pierre Vandergheynst (EPFL), member of GraphNEx, is invited as lecturer.

The second GraphNEx workshop will take place on 3-4 May 2023 at Idiap Research Institute in Martigny, Switzerland. The summit will promote the transfer of ideas, methods and concepts across the partners, and design a common graph-based architecture that will be used across partners as well as with the interface for user feedback.

CHIST-ERA Projects Seminar is an annual 2-day event that brings together researchers working on ongoing CHIST-ERA funded projects and representatives of the funding organisations. The event is this year back in person in Bratislava, Slovakia, on 4 and 5 April. The event aims at promoting research exchanges between active projects, and to enable disucssions between funders and project reviewers. Projects related to each topic call are grouped together to preset each their status and achievements, round tables of discussion are encouraged to foster cross-project collaborations. Representative of the projects are invited to collaborative prepare a joint-topic presentation meant for a general audiences and to be presented to the projects of the other topic calls.

Team members from the three partners will attend the event to represent GraphNEx and contribute with a project presentation, 3 posters related to the project and its achievements, and the video of the You and Your Images demo.

Full programme and registration

GraphNEx presentation (slides)

GraphNEx poster (project)

GraphNEx poster (xVPC)

GraphNEx poster (Gene Expression)

GraphNEx video demo (You and Your Images)

Denis Gillet will present the usage of the Explainable Value Proposition Canvas (xVPC) in a design thinking framework during the social media class at EPFL.

GraphNEx in collaboration with the Centre for Intelligent Sensing (Queen Mary University of London) organise the 2022 Winter School on Explainable AI sensing, featuring international experts presenting their research related to explainable artificial intelligence and interpretable machine learning.

Programme

GraphNEx in collaboration with the Royal College of Art (London), was at the Digital Design Weekend 2022 at the Victoria and Albert (V&A) museum in London (UK), which gathered together artists, designers and technologists to present interactive installations, showcases, workshops, talks and family-friendly activities to explore the intersection of technology and design.

Digital Design Weekend 2022

GraphNEx blog

Friday Late at the Victoria and Albert (V&A) museum in London (UK) celebrates all aspects of contemporary visual culture and design in society, bringing audiences together with leading and emerging artists and designers through live performance, film, installation, debate, DJs and more. GraphNEx presented You and Your Images an activity dealing with Privacy awareness and literacy in collaboration with the Royal College of Art, London.

Friday Late

GraphNEx blog

The First GraphNEx workshop took place on 11-13 May 2022 in Lausanne, Switzerland. A summit to get hands-on experience in graph Machine Learning and explainability, promote the transfer of ideas, methods and concepts across the partners, and tranform insights into possible solutions for graph-based Explainable AI and the GraphNEx project.

Blog post

Andrea Cavallaro will present the overall aims of the GraphNEx project.

Andrea Cavallaro will present the Privacy Advisor idea and lead a discussion with experts from the BBC; ICO, the UK's independent body set up to uphold information rights; the UK Centre for Data Ethics and Innovation; and the Royal Society.

The CHIST-ERA Projects Seminar 2022 will be an online event that will take place on 28-30 March 2022 and will bring together resesearches working on ongoing CHIST-ERA funded projects and representatives of the funding organisations.

The event aims at promoting research exchanges between active projects, and to enable disucssions between funders and project reviewers. The event will see presentations from each project partners and round tables to foster cross-project collaborations.

GraphNEx will particpate with the contribution by the three partners, QMUL, EPFL and ENSL.

Full programme and registration