2 papers
cs.AI2026
DES-JEPA: Learning a Shared Vocabulary for High-Dimensional Discrete Event Sequences
Hugo Math, Maximilian Forstenhäusler, Christos Anagnostopoulos
Temporal foundation models such as Chronos and TimesFM generalize across domains through a shared numerical observation space. In contrast, discrete event sequences (DESs), includi…
cs.CV2026
Mind the Approximation: Fisher-Weighted SVD Compression for ViTs
Moritz Thoma, Maximilian Groezinger, Maximilian Forstenhäusler +7
Model compression is key to mitigate deployment challenges of ever growing machine learning models. In this area of research, singular value decomposition (SVD)-based compression o…