Centre Inria d'Université Côte d'Azur

Domaines scientifiques déclarés au RNSR

Mots-clés des publications HAL repérées

Projets ANR

• Identification d’espèces en monde ouvert par imitation des experts · 2026
• Prédiction structurale fiable de protéines sans homologie · 2026
• Modélisation hybride des processus environnementaux en milieu extérieur : des interactions microbiennes aux émissions d’espèces réactives azotées · 2026

Publications HAL récentes repérées

• SoftMorph: Differentiable Probabilistic Morphological Operators for Image Analysis · 2027

  Résumé de la publication : Morphological operators are crucial in image analysis. Their integration into deep learning pipelines could improve performances by extracting or enhancing important image features, either within network architectures or loss functions. However, the difficulties in rendering those operators differentiable hinder their integration. In…

• The future of mathematical oncology in the age of AI · 2026

  Résumé de la publication : This perspective article discusses emerging advances at the interface of mechanistic modeling and data-driven machine learning, highlighting opportunities for AI to accelerate discovery, improve predictive modeling, and enhance clinical decision-making. We address critical limitations of current AI approaches and propose a perspective…

• Unmasking the hidden catalyst: how infections trigger Alzheimer's disease · 2026

  Résumé de la publication : For years, the understanding of Alzheimer's disease (AD) has been shaped by the amyloid hypothesis, which suggests that pathological markers like amyloid-beta (Aβ) and phosphorylated Tau are the primary drivers of the disease. This hypothesis has guided the development of major treatment…

• Convergent transcriptomic and connectomic controllers of information integration and its anaesthetic breakdown across mammalian brains · 2026

  Résumé de la publication : Abstract The mammalian brain orchestrates the processing and integration of information to guide behaviour. Here, to characterize mammalian information-processing architecture, we combine functional neuroimaging and anaesthesia in humans, macaques, marmosets and mice. We show that breakdown of information integration is a convergent…

• Synchronous vs Asynchronous Active Learning · 2026

  Résumé de la publication : These slides are a short class summarizing the main result in synchronous and asynchronous optimization. The material covers batch acquisition criteria, their theoretical step-ahead pendants, and the asynchronous versions.