[NeurIPS 2024] PointMamba: A Simple State Space Model for Point Cloud Analysis
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Oct 11, 2024 - Python
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state-space-model
Here are 112 public repositories matching this topic...
[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model
python pytorch remote-sensing mamba spatio-temporal-modeling change-detection state-space-model building-damage-assessment semantic-change-detection changemamba cd-mamba mamba-cd change-mamba cdmamba mambacd
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Dec 18, 2024 - Python
A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)
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Nov 28, 2024 - Python
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis
natural-language-processing computer-vision deep-learning time-series survey medical-imaging remote-sensing speech-processing mamba medical-image-processing image-enhancement medical-image-analysis state-space-model medical-image-segmentation gnn large-language-models llm mamba-state-space-models
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Oct 19, 2024
[NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models
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Dec 25, 2024 - Python
Accelerated First Order Parallel Associative Scan
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Aug 20, 2024 - Python
Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)
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Jan 7, 2024
Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"
audio deep-learning pytorch representation-learning audio-classification mamba state-space-model speaker-identification speech-classification audio-mamba
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Nov 24, 2024 - Python
[SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model
audio deep-learning representation-learning audio-classification keyword-spotting mamba emotion-recognition state-space-model speaker-identification self-supervised-learning
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Oct 18, 2024 - Python
[CVPR'24 Spotlight] The official implementation of "State Space Models for Event Cameras"
machine-learning deep-neural-networks deep-learning spotlight machine-learning-algorithms transformers recurrent-neural-networks transformer rnn neuromorphic ssm ssms rnns rnn-pytorch state-space-model state-space-models state-space-representation event-cameras event-camera vision-transformer
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Sep 28, 2024 - Python
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models, KDD 2023
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Sep 6, 2023 - Python
Mamba in Vision: A Comprehensive Survey of Techniques and Applications
computer-vision deep-learning survey mamba state-space-model review-paper foundation-models vision-mamba mamba-model
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Oct 10, 2024
Foundation models based medical image analysis
mamba mae medical-image-analysis state-space-model pre-training llm medical-report-generation foundation-model large-language-model vision-language-model x-ray-image masked-auto-encoder context-sample-retrieval
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Dec 25, 2024 - Python
Subspace methods for MIMO system identification
dynamical-systems system-identification linear-models state-space-model system-modeling mimo subspace-identification moesp n4sid
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Jul 29, 2019 - MATLAB
PyHGF: A neural network library for predictive coding
reinforcement-learning neural-networks bayesian-inference probabilistic-graphical-models bayesian-filter belief-propagation computational-psychiatry state-space-model jax graph-neural-networks predictive-coding active-inference hierarchical-gaussian-filter
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Dec 20, 2024 - Python
Code and pretrained models for the paper: "MatMamba: A Matryoshka State Space Model"
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Nov 21, 2024 - Python
LLM inference in Fortran
ai chatbot transformer llama language-model mamba state-space-model cpu-inference llm llamacpp llama2 phi-2
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May 30, 2024 - Fortran
This repository contains the source code for "Stochastic data-driven model predictive control using Gaussian processes" (SDD-GP-MPC).
machine-learning python3 constraints chemical-engineering monte-carlo-simulation differential-equations gaussian-processes optimization-algorithms stochastic-processes model-predictive-control state-space-model casadi
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Apr 9, 2023 - Python
State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
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Sep 21, 2024 - Jupyter Notebook
Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting
time-series neural-network torch pytorch generative-model ssm latent-variable-models state-space-model neural-ssm neural-state-space-models
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Dec 14, 2024 - Python
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