A new wave of foundation models based on xLSTM
Wednesday 17 December 2025 -
13:45
Monday 15 December 2025
Tuesday 16 December 2025
Wednesday 17 December 2025
13:45
Arriving, grabbing a coffee, Welcome!
-
Claudius Krause
(
MBI Vienna (ÖAW)
)
Claus Trost
(
Erich Schmid Institute of Materials Science of theAustrian Academy of Sciences
)
Jan Odstrčilík
(
Institut für Mittelalterforschung, ÖAW
)
Kati Heinrich
(
IGF | ÖAW
)
Nicki Holighaus
(
Acoustics Research Institute, Austrian Academy of Sciences
)
Arriving, grabbing a coffee, Welcome!
Claudius Krause
(
MBI Vienna (ÖAW)
)
Claus Trost
(
Erich Schmid Institute of Materials Science of theAustrian Academy of Sciences
)
Jan Odstrčilík
(
Institut für Mittelalterforschung, ÖAW
)
Kati Heinrich
(
IGF | ÖAW
)
Nicki Holighaus
(
Acoustics Research Institute, Austrian Academy of Sciences
)
13:45 - 14:00
Room: Seminarraum 1/2
14:00
A new wave of foundation models based on xLSTM
-
Günter Klambauer
(
JKU Linz
)
A new wave of foundation models based on xLSTM
Günter Klambauer
(
JKU Linz
)
14:00 - 15:00
Room: Seminarraum 1/2
xLSTM has emerged as powerful alternative to the Transformer-based architectures, on which most LLMs are built. The linear dependency on context size makes it suitable for many applications which require efficient processing of contextual data. This talk gives an overview of the development of recurrent neural networks, to Transformers, to linearized models, and their applications in application domains and science.
15:00
Discussion
Discussion
15:00 - 15:15
Room: Seminarraum 1/2
15:15
Networking (with snacks)
Networking (with snacks)
15:15 - 16:15
Room: Seminarraum 1/2