Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

22/03/2024.

Large language models have achieved a good performance on different tasks and different data types. However, they often lack of content fidelity and new context creation. These features could help to generate images in a more personalized way.

Seeing is Believing: How AI might transform skin cancer education

20/03/2024.

The integration of digital technologies, e.g., smartphone apps, has been shown to represent an impactful advancement in training for melanoma diagnosis.1

Multi-Head Attention

19/03/2024.

Expanding the concept of Scaled Dot-Product Attention, Vaswani et al proposed the multi-head attention mechanism.

Conformal prediction in AI

16/03/2024.

Conformal prediction offers a solution in uncertainty quantification and simultaneously provides a method for instance classification.

The Crucial Role of Data Annotation in the iToBoS Project

15/03/2024.

Artificial intelligence (AI) is at its peak right now. And we know its applications in healthcare are numerous. But when it comes to health data labeling, precision is necessary.

iToBoS project presented in PhoenixD Magazine

14/03/2024.

The iToBoS project was introduced in the second edition of PhoenixD Magazine.

Stratified K-Fold cross-validation for imbalanced datasets

11/03/2024.

In Machine Learning, a common technique used to train a robust and generalizable model, is cross-validation. It divides the dataset into multiple subsets, where typically one of them is the validation set and the remainder consist the training set.

iToBoS at the MWC Open Innovation Challenge 2024

8/03/2024.

The iToBoS project participated in the Open Innovation Challenge 2024, aimed at meeting innovative solutions and technological challenges within the framework of the Mobile World Congress.

Explainable AI for Melanoma Detection at MPNEconsensus 2024

7/03/2024.

The AI, Data, and Data-Dependent Business Models workshop took place between 31 January and 2 February 2024 at Fraunhofer Heinrich Hertz Institute in Berlin.

iToBoS 7th GA meeting and 6th PMB meeting in Girona

6/03/2024.

The iToBoS 7th General Assembly (GA) meeting and 6th Project Management Board (PMB) meeting took place on March 6th, 2024 in Girona. Both meetings were hosted and organized by the University of Girona (UDG).