Papers
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining
Shangquan Sun, Wenqi Ren, Juxiang Zhou et al.
Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments
Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression
Shiyu Qin, Jinpeng Wang, Yimin Zhou et al.
Oscillatory State-Space Models
T. Konstantin Rusch, Daniela Rus
Effective and Efficient Time-Varying Counterfactual Prediction with State-Space Models
Haotian Wang, Haoxuan Li, Hao Zou et al.
Directional Adaptive Shuffle-Based Visual State-Space Models for Medical Image Restoration
Simon C. K. Chan, Lulin Shi, Bingxin Huang et al.
Hybrid State-Space Models and Denoising Training for Unpaired Medical Image Synthesis
Junming Zhang, Shancheng Jiang
From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics
Qinshuo Liu, Weiqin Zhao, Wei Huang et al.
Long-Context State-Space Video World Models
Ryan Po, Yotam Nitzan, Richard Zhang et al.
Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
Chaodong Xiao, Minghan Li, Zhengqiang ZHANG et al.
FACTS: A Factored State-Space Framework for World Modelling
Li Nanbo, Firas Laakom, Yucheng XU et al.
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models
Hunter Nisonoff, Junhao Xiong, Stephan Allenspach et al.
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models
Wonjun Kang, Kevin Galim, Yuchen Zeng et al.
DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language Models
Wei He, Kai Han, Yehui Tang et al.
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models
Xilin He, Haijian Liang, Boyi Peng et al.
EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction
Chengjie Ge, Xueyang Fu, Peng He et al.
ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning
Wenjin Hou, Dingjie Fu, Kun Li et al.
PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model
Yunlong Huang, Junshuo Liu, Ke Xian et al.
MaskViM: Domain Generalized Semantic Segmentation with State Space Models
Jiahao Li, Yang Lu, Yuan Xie et al.
MambaLCT: Boosting Tracking via Long-term Context State Space Model
Xiaohai Li, Bineng Zhong, Qihua Liang et al.
Pamba: Enhancing Global Interaction in Point Clouds via State Space Model
Zhuoyuan Li, Yubo Ai, Jiahao Lu et al.
Sp3ctralMamba: Physics-Driven Joint State Space Model for Hyperspectral Image Reconstruction
Ge Meng, Jingyan Tu, Jingjia Huang et al.
Mamba YOLO: A Simple Baseline for Object Detection with State Space Model
Zeyu Wang, Chen Li, Huiying Xu et al.