sequential modeling

2 papers across 2 sessions

Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

STaRFormer: Semi-Supervised Task-Informed Representation Learning via Dynamic Attention-Based Regional Masking for Sequential Data

#4201 · Maximilian Forstenhäusler, Daniel Külzer, Christos Anagnostopoulos, Shameem Puthiya Parambath, Natascha Weber

STaRFormer combines dynamic regional masking with semi-supervised contrastive learning to enable robust predictions across diverse time series types and downstream tasks.

Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

TractoTransformer: Diffusion MRI Streamline Tractography using CNN and Transformer Networks

#2202 · Itzik Waizman, Yakov Gusakov, Itay Benou, Tammy Riklin Raviv