StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization
Paper • 2311.14495 • Published • 1
SSM
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Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Paper • 2401.09417 • Published • 62 -
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
Paper • 2401.13560 • Published • 1 -
Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces
Paper • 2402.00789 • Published • 2 -
Convolutional State Space Models for Long-Range Spatiotemporal Modeling
Paper • 2310.19694 • Published • 2 -
Vivim: a Video Vision Mamba for Medical Video Object Segmentation
Paper • 2401.14168 • Published • 2 -
2-D SSM: A General Spatial Layer for Visual Transformers
Paper • 2306.06635 • Published • 1 -
BlackMamba: Mixture of Experts for State-Space Models
Paper • 2402.01771 • Published • 25 -
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks
Paper • 2402.04248 • Published • 32 -
Simple Hardware-Efficient Long Convolutions for Sequence Modeling
Paper • 2302.06646 • Published • 2 -
A Quantitative Review on Language Model Efficiency Research
Paper • 2306.01768 • Published • 2 -
A Unified View of Long-Sequence Models towards Modeling Million-Scale Dependencies
Paper • 2302.06218 • Published • 1 -
Accelerating Toeplitz Neural Network with Constant-time Inference Complexity
Paper • 2311.08756 • Published • 1 -
Graph Mamba: Towards Learning on Graphs with State Space Models
Paper • 2402.08678 • Published • 17 -
DenseMamba: State Space Models with Dense Hidden Connection for Efficient Large Language Models
Paper • 2403.00818 • Published • 19 -
Improving Token-Based World Models with Parallel Observation Prediction
Paper • 2402.05643 • Published • 1 -
Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling
Paper • 2402.10211 • Published • 13 -
LOCOST: State-Space Models for Long Document Abstractive Summarization
Paper • 2401.17919 • Published -
Diffusion Models Without Attention
Paper • 2311.18257 • Published • 3 -
ZigMa: Zigzag Mamba Diffusion Model
Paper • 2403.13802 • Published • 18 -
MambaIR: A Simple Baseline for Image Restoration with State-Space Model
Paper • 2402.15648 • Published -
SSM Meets Video Diffusion Models: Efficient Video Generation with Structured State Spaces
Paper • 2403.07711 • Published • 1 -
Scalable Diffusion Models with State Space Backbone
Paper • 2402.05608 • Published -
LocalMamba: Visual State Space Model with Windowed Selective Scan
Paper • 2403.09338 • Published • 8 -
VMamba: Visual State Space Model
Paper • 2401.10166 • Published • 40 -
VideoMamba: State Space Model for Efficient Video Understanding
Paper • 2403.06977 • Published • 29 -
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection
Paper • 2403.19888 • Published • 12 -
MambaByte: Token-free Selective State Space Model
Paper • 2401.13660 • Published • 59 -
Zamba: A Compact 7B SSM Hybrid Model
Paper • 2405.16712 • Published • 25 -
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
Paper • 2406.07522 • Published • 40 -
Longhorn: State Space Models are Amortized Online Learners
Paper • 2407.14207 • Published • 18 -
Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
Paper • 2405.14174 • Published -
ReMamba: Equip Mamba with Effective Long-Sequence Modeling
Paper • 2408.15496 • Published • 12 -
Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval
Paper • 2408.08066 • Published -
GrootVL: Tree Topology is All You Need in State Space Model
Paper • 2406.02395 • Published • 1 -
Differential Mamba
Paper • 2507.06204 • Published • 19