#mamba architecture
5 papers · 1 filter
SPFM-Net: Semantic-Prior-Guided Frequency-Constrained Mamba for Invisible Watermark Attack
Chunpeng Wang, Yanan Shi, Zhiqiu Xia +3
The paper introduces SPFM-Net, a neural network that uses semantic priors, frequency constraints, and a lightweight Mamba-based state‑space module to remove invisible watermarks fr…
VideoSEMA: a scalable and efficient Mamba-like attention for video understanding
Nhat Thanh Tran, Fanghui Xue andShuai Zhang, Fanghui Xue +5
The paper introduces VideoSEMA, a split space‑time attention model for video classification that combines a scalable Mamba‑like spatial attention block with softmax temporal attent…
A Hybrid Mamba for Audio-Visual Navigation
Yi Wang, Yinfeng Yu
The paper introduces Samba, a hybrid Mamba-based model for audio‑visual navigation that replaces GRUs with a Mamba State Encoder and adds an Audio Mamba Encoder to better capture g…
MambaPSA: A Mamba-based Replacement for C2PSA in YOLO26
Sheng-Wei Chan, Chia-Min Lin, Hsin-Jui Pan +4
The paper introduces MambaPSA, a lightweight Mamba‑based module that replaces the C2PSA block in the YOLO26 object detector and adds a bidirectional Vision Mamba (BiViM) to the nec…
An Exact Instrument for State Usage in Selective State-Space Models, and the Input-Driven Migration It Reveals
Raktim Bhattacharya
The paper introduces an exact measurement tool that quantifies how selective state‑space models like Mamba use their internal modes, enabling precise prediction of pruning errors a…