state space model

Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing ICLR 2025 Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism ICML 2025 UnHiPPO: Uncertainty-aware Initialization for State Space Models ICML 2025 UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection CVPR 2025 Universal Speech Enhancement with Regression and Generative Mamba Interspeech 2025 UST-SSM: Unified Spatio-Temporal State Space Models for Point Cloud Video Modeling ICCV 2025 VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis CVPR 2025 VimGeo: Efficient Cross-View Geo-Localization with Vision Mamba Architecture IJCAI 2025 VSRM: A Robust Mamba-Based Framework for Video Super-Resolution ICCV 2025 VSSD: Vision Mamba with Non-Causal State Space Duality ICCV 2025 Wave-MambaAD: Wavelet-driven State Space Model for Multi-class Unsupervised Anomaly Detection ICCV 2025 WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection ICCV 2025 When Visual State Space Model Meets Backdoor Attacks WACV 2025 ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning AAAI 2025 3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection NeurIPS 2024 A 2-Dimensional State Space Layer for Spatial Inductive Bias ICLR 2024 Additive smoothing error in backward variational inference for general state-space models JMLR 2024 Alias-Free Mamba Neural Operator NeurIPS 2024 A scalable generative model for dynamical system reconstruction from neuroimaging data NeurIPS 2024 Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations Interspeech 2024 Backward Filtering Forward Deciding in Linear Non-Gaussian State Space Models AISTATS 2024 Birdie: Advancing State Space Language Modeling with Dynamic Mixtures of Training Objectives EMNLP 2024 B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory NeurIPS 2024 Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models NeurIPS 2024 ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes NAACL 2024