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Papers
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining
CVPR 2025
Semi-ViM: Bidirectional State Space Model for Mitigating Label Imbalance in Semi-Supervised Learning
ICCV 2025
SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM
WACV 2025
Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters
AAAI 2025
Sequence models for continuous cell cycle stage prediction from brightfield images
MIDL 2025
Sequential Joint Dependency Aware Human Pose Estimation with State Space Model
AAAI 2025
SIGMA: Selective Gated Mamba for Sequential Recommendation
AAAI 2025
Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
WACV 2025
Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion
AAAI 2025
Slender-Mamba: Fully Quantized Mamba in 1.58 Bits From Head to Toe
COLING 2025
SMamba: Sparse Mamba for Event-based Object Detection
AAAI 2025
Snakes and Ladders: Two Steps Up for VideoMamba
ICCV 2025
SourceDetMamba: A Graph-aware State Space Model for Source Detection in Sequential Hypergraphs
IJCAI 2025
Sp3ctralMamba: Physics-Driven Joint State Space Model for Hyperspectral Image Reconstruction
AAAI 2025
Sparse Learning for State Space Models on Mobile
ICLR 2025
Sparsifying Mamba
EMNLP 2025
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
AAAI 2025
Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
ICLR 2025
Spectral Informed Mamba for Robust Point Cloud Processing
CVPR 2025
Spectral State Space Model for Rotation-Invariant Visual Representation Learning
CVPR 2025
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models
AAAI 2025
Spk2ImgMamba: Spiking Camera Image Reconstruction with Multi-Scale State Space Models
WACV 2025
Sports-Traj: A Unified Trajectory Generation Model for Multi-Agent Movement in Sports
ICLR 2025
SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model
NAACL 2025
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models
ACL 2025