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Awesome-state-space-models

Collection of papers on state-space models
https://github.com/radarFudan/Awesome-state-space-models

Last synced: 2 days ago
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ICML 2024
- GitHub
- GitHub
- GitHub
- GitHub
Input-dependent gating.
- Official GitHub
- Mamba-minimal-in-JAX
- Mamba-minimal-in-PyTorch
- Mamba.py
- Mamba-jax
- Mamba-mini
- LongMamba
- ICML2024
- Flash-linear-attention
- Mamba the hard way - mamba)
- Mamba the easy way
On the replacement of transformer/attention by SSMs
- Video
- Language model
- Graph
- Mixture of Experts
- Bio
- Vision
- RWKV-TS
- Vision
- Vision
- Token-free language models
- Vision
- Video
- Document Summarization
- Graph
- Mixture of Experts
- Vision
- Bio
- Bio
- Diffusion Model
- Vision
- Vision
- Graph
- Theory
- Point Cloud Analysis
- Vision
- Financial data
- Point Cloud Analysis
- Language Model
- Vision
- Target Detection
- Time Series
- Time Series
- Recommendation
- Speech
- Diffusion Model
- Control
- Semantic Segmentation
- Scale-up
- GitHub
- Survey
- GitHub
- GitHub
- Transformer_to_Recurrent
- GitHub
- GitHub
- WACV 2025
- DNA
- Vision
- GitHub
- GitHub
ICLR 2024 submissions
- GitHub
- GitHub
- Official GitHub - transformer)
- GitHub
- GitHub
- Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention
Arxiv
- GitHub
- GitHub
- GitHub
NeurIPS 2023
- GitHub
- GitHub
- GitHub
- GitHub
ICML 2023
- GitHub
- GitHub
Before 2023
- State-spaces
- S5
- Liquid SSM
- Parallel scan
- GitHub
- GitHub
- Annotated S4 - nlp.com) and [Sidd Karamcheti](https://www.siddkaramcheti.com) [GitHub](https://github.com/srush/annotated-s4)
ICLR 2025 submissions
- Arxiv
- Arxiv
- Arxiv
- Arxiv
- Arxiv
- Arxiv
- Arxiv
- Arxiv
- Arxiv
- Arxiv
CVPR 2024
- GitHub
Star History
- ![Star History Chart - history.com/#radarFudan/Awesome-state-space-models)
- ![Star History Chart - history.com/#radarFudan/Awesome-state-space-models)

Programming Languages

Python 70 Assembly 4 Jupyter Notebook 3 TeX 1 C++ 1

Categories

On the replacement of transformer/attention by SSMs 50 Input-dependent gating. 11 ICLR 2025 submissions 10 Before 2023 7 ICLR 2024 submissions 6 NeurIPS 2023 4 ICML 2024 4 Arxiv 3 ICML 2023 2 Star History 2 CVPR 2024 1

Sub Categories

Keywords

mamba 9 deep-learning 6 pytorch 5 state-space-model 4 jax 4 state-space-models 3 transformer 3 ssm 3 rnn 3 time-series 3 artificial-intelligence 3 transformers 2 recurrent-neural-networks 2 neural-networks 2 machine-learning 2 mamba-state-space-models 2 rwkv 2 rnn-pytorch 2 reinforcement-learning 2 separation 1 speech 1 narrow-band 1 multi-channel 1 full-band 1 enhancement 1 diffusion-models 1 flow-matching 1 stochastic-interpolant 1 zigma 1 linear-attention-model 1 point-mamba 1 selective-scan 1 large-language-models 1 machine-learning-systems 1 natural-language-processing 1 ai 1 gpt4v 1 megabyte 1 ml 1 multi-modality 1 tokenizer 1 3d-point-clouds 1 computer-vision 1 efficient 1 food-classification 1 time-series-forecasting 1 denoising 1 dereverberation 1 video-mamba 1 imputation 1