Search Results for author: Isabelle Hupont

Found 9 papers, 8 papers with code

Synocene, Beyond the Anthropocene: De-Anthropocentralising Human-Nature-AI Interaction

no code implementations13 Dec 2023 Isabelle Hupont, Marina Wainer, Sam Nester, Sylvie Tissot, Lucía Iglesias-Blanco, Sandra Baldassarri

Moreover, to delve deeper into these biases and Human-Nature-AI interaction, we conducted a real-life experiment in which participants underwent an immersive de-anthropocentric experience in a forest and subsequently engaged with ChatGPT to co-create narratives.

Chatbot Image Captioning +2

Behind Recommender Systems: the Geography of the ACM RecSys Community

1 code implementation7 Sep 2023 Lorenzo Porcaro, João Vinagre, Pedro Frau, Isabelle Hupont, Emilia Gómez

Recommender Systems filter this information into manageable streams or feeds, adapted to our personal needs or preferences.

Recommendation Systems

Use case cards: a use case reporting framework inspired by the European AI Act

1 code implementation23 Jun 2023 Isabelle Hupont, David Fernández-Llorca, Sandra Baldassarri, Emilia Gómez

"Use case cards" allows framing and contextualising use cases in an effective way, and we hope this methodology can be a useful tool for policy makers and providers for documenting use cases, assessing the risk level, adapting the different requirements and building a catalogue of existing usages of AI.

Documenting use cases in the affective computing domain using Unified Modeling Language

1 code implementation19 Sep 2022 Isabelle Hupont, Emilia Gomez

The study of the ethical impact of AI and the design of trustworthy systems needs the analysis of the scenarios where AI systems are used, which is related to the software engineering concept of "use case" and the "intended purpose" legal term.

Monitoring Diversity of AI Conferences: Lessons Learnt and Future Challenges in the DivinAI Project

1 code implementation3 Mar 2022 Isabelle Hupont, Emilia Gomez, Songul Tolan, Lorenzo Porcaro, Ana Freire

DivinAI is an open and collaborative initiative promoted by the European Commission's Joint Research Centre to measure and monitor diversity indicators related to AI conferences, with special focus on gender balance, geographical representation, and presence of academia vs companies.

Rank-based verification for long-term face tracking in crowded scenes

1 code implementation28 Jul 2021 Germán Barquero, Isabelle Hupont, Carles Fernández

We present a series of experiments introducing novel specialized metrics for the evaluation of long-term tracking capabilities, and publicly release a video dataset with 10 manually annotated videos and a total length of 8' 54".

Face Detection Face Recognition +1

Hierarchical Residual Attention Network for Single Image Super-Resolution

1 code implementation8 Dec 2020 Parichehr Behjati, Pau Rodriguez, Armin Mehri, Isabelle Hupont, Carles Fernández Tena, Jordi Gonzalez

In order to make an efficient use of the residual features, these are hierarchically aggregated into feature banks for posterior usage at the network output.

Image Super-Resolution

Long-Term Face Tracking for Crowded Video-Surveillance Scenarios

1 code implementation17 Oct 2020 Germán Barquero, Carles Fernández, Isabelle Hupont

In this paper, we present a long-term multi-face tracking architecture conceived for working in crowded contexts, particularly unconstrained in terms of movement and occlusions, and where the face is often the only visible part of the person.

Face Detection Face Recognition +1

OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network

1 code implementation5 Aug 2020 Parichehr Behjati, Pau Rodriguez, Armin Mehri, Isabelle Hupont, Jordi Gonzalez, Carles Fernandez Tena

Super-resolution (SR) has achieved great success due to the development of deep convolutional neural networks (CNNs).

Super-Resolution

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