Adjunct professor Shuijan Yu and centre director Robert Jenssen.
Visual Intelligence was well represented at the conference, and presented some of the centre's latest research on representation learning by deep neural networks.
The International Conference on Learning Representation (ICLR) is one of the top conferences within the field of machine learning and often dubbed "the premiere gathering of professionals dedicated to the advancement of the many branches of artificial intelligence and deep learning". This year's conference took place in Vienna, Austria from May 7th to 11th, with around 6000 participants from 79 different countries present.
Visual Intelligence was well represented at the conference, and presented some of the centre's latest research on representation learning by deep neural networks.
For instance, adjunct professor Shujian Yu presented the paper "Cauchy-Schwarz Information Bottleneck for Regression". The paper presents a new way to regularize neural networkrs when used for regression (function estimation). This is based on a new sample estimator for the so-called Cauchy-Schwarz divergence. The paper is a collaboration between researchers at the Free University of Amsterdam and the University of Florida.
Centre director Robert Jenssen presented the paper "MAP IT to Visualize Representations". In this work, Jenssen developed a new way to visualize high-dimensional data by aligning distributions in a novel manner. This is highly relevant for deep learning to gain insight from the learned representations of the neural networks.
Thea Brüsch was a visiting PhD student at the Visual Intelligence centre from January to July 2024. She is a PhD student at the Technical Universityof Denmark. She presented the paper “On convex decision regions in deep network representations” at the ICLR workshop on Representational Alignment.
There were close to 7300 papers submitted to the conference, with about 30% of them being accepted.
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2024 has been a year full of exciting events and accomplishments, and we look forward to continuing our journey on researching the next generation of deep learning methodology in 2025!
In a Dagens Medisin op-ed, SPKI director Karl Øyvind Mikalsen, Kristine Bø, Bjorn Anton Graff and Kurt Vanvik discuss how interregional collaborations in Norway now contributes to the implementation of AI radiology solutions across the Norwegian health regions
Jenssen has established several important collaborations between Visual Intelligence and international research environments within artificial intelligence. He has now joined the scientific advisory committee at Europe's most prominent research centre within intelligent systems.
2024 marks the research centre's fourth year of researching the next generation of deep learning methodology for extracting knowledge from complex image data. We look back at various innovation highlights achieved in the first half of Visual Intelligence's run.
Congratulations to Rwiddhi Chakraborty for successfully defending his PhD thesis and achieving the PhD degree in Science at UiT The Arctic University of Norway on December 13th 2024.
The graph community in Tromsø gathered on November 27th for the northernmost "Learning on Graph" Conference meetup.
Centre director Robert Jenssen recently gave a talk about the use and benefits of AI technologies during Pasientsikkerhetskonferansen 2024
Congratulations to Kristoffer Wickstrøm for receiving the Best Paper Award 2024 from the journal Pattern Recognition Letters!
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Professor Michael Kampffmeyer gave a presentation titled "Kunstig intelligens som forklarer hva den tenker" as part of a Norwegian Centre for E-Health Research Webinar (Norwegian dialogue).
I teorien ja, men i praksis fungerer det ikke slik.
EUGLOH students from partner institutions under the EUGLOH alliance can now apply for an exclusive mobility scholarship for the NLDL 2025 Winter School which covers travel, accommodation, and sustenance for successful applicants.
Visual Intelligence researchers represented the centre during Inspirasjonsdagen 2024. The event aimed to stimulate high school students' interest and curiosity for STEM and healthcare-related study programmes at UiT The Arctic University of Norway.
Our summer students have worked on projects related to fatigue and stress recognition with machine learning as their first research experience. Their results were presented at Georg Sverdrups hus at University of Oslo on October 16th 2024.
PhD candidate Rwiddhi Chakraborty recently gave an invited research talk titled "Perspectives on Multimodal Reasoning" at the Pioneer Centre for AI at University of Copenhagen.
Visual Intelligence was represented at Frampeik 2024 by associate professor Elisabeth Wetzer. The event gathered student researchers at Verdensteatret in Tromsø for discussions around AI-related topics.
Registration for the Northern Lights Deep Learning Conference 2025 is now open. The general deadline for registration is January 1st 2025.
We happily welcome Jan Zavadil, who recently started as a doctoral research fellow at Visual Intelligence in Tromsø in September 2024.
Visual Intelligence researchers participated in various dissemination activities throughout Forskningsdagene 2024. The activities aimed to disseminate general knowledge about deep learning and Visual Intelligence's research activities to the general public.
93 people from across the Visual Intelligence (VI) consortium gathered at Quality Airport Hotel Gardermoen for Visual Intelligence Days 2024, 24th to 25th of September.
Congratulations to Ghadi Al Hajj for successfully defending his PhD thesis and achieving the degree of Philosophiae Doctor at the University of Oslo on September 16th 2024!