Webpages tagged with «publications»

A hierarchical contrastive learning framework that effectively captures both local and global temporal patterns in time-series analysis by using a progressive memory attention architecture.  

The work "Progressive Memory Transformer: Memory-Aware Attention for Time-Series" by Tord Sture Stangeland, Andreas Köhler, Steffen Maeland, and Adín Ramírez Rivera was accepted at NeurIPS 2026!

ICLR 2026 Workshop on Multimodal Intelligence "Can Vision Models Process Physiological Signals? Exploring Visual Tokenization as a Representation Interface" by Frida Marie Engøy Westby, Li Meng, Anis Yazidi, and Ali Ramezani-Kebrya

We are pleased to announce that our article titled “Delay-and-Sum Consistent Wavenumber Algorithm” has been accepted for publication in IEEE Transactions on Ultrasonics. The work is authored by Sufayan Mulani, Mahsa Sotoodeh, Andreas Austeng, and Sven Peter Näsholm from our Digital Signal Processing and Image Analysis (DSB) group at the University of Oslo.

 

"MIM Representations Encode Non-Semantic Noise: Post-Hoc Suppression Boosts Zero-Shot Performance" by Martine Hjelkrem-Tan, Mariuas Aasan, Rwiddhi Chakraborty, Gabriel Arteaga, Changkyu Choi, Adín Ramírez Rivera

"Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning" by Gabriel Y. Arteaga, Marius Aasan, Rwiddhi Chakraborty, Martine Hjelkrem-Tan, Thalles Silva, Michael Kampffmeyer and Adín Ramírez Rivera was accepted at ICLR 2026!