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singular value decomposition

3 papers across 3 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems
#2201 · Minchan Jeong, Jongha (Jon) Ryu, Se-Young Yun, Gregory Wornell

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Small Singular Values Matter: A Random Matrix Analysis of Transformer Models
#4206 · Max Staats, Matthias Thamm, Bernd Rosenow

We investigate the importance of small singular values and present a theoretical model that explains their relevance.

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
QSVD: Efficient Low-rank Approximation for Unified Query-Key-Value Weight Compression in Low-Precision Vision-Language Models
#4617 Spotlight · Yutong Wang, Haiyu Wang, Sai Qian Zhang