state space model

LAMB: A Training-Free Method to Enhance the Long-Context Understanding of SSMs via Attention-Guided Token Filtering ACL 2025 Lambda-Skip Connections: the architectural component that prevents Rank Collapse ICLR 2025 Language Models Need Inductive Biases to Count Inductively ICLR 2025 Latent Mamba Operator for Partial Differential Equations ICML 2025 LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025 LC-Mamba: Local and Continuous Mamba with Shifted Windows for Frame Interpolation CVPR 2025 Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025 Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation CVPR 2025 Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes ICML 2025 Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions ICLR 2025 Leveraging SSL Speech Features and Mamba for Enhanced DeepFake Detection Interspeech 2025 Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation AAAI 2025 Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory ICLR 2025 LMO: Linear Mamba Operator for MRI Reconstruction CVPR 2025 Long-Context State-Space Video World Models ICCV 2025 Longhorn: State Space Models are Amortized Online Learners ICLR 2025 LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture EMNLP 2025 LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement ICLR 2025 Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning AAAI 2025 M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking ICCV 2025 M3amba: Memory Mamba is All You Need for Whole Slide Image Classification CVPR 2025 MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration CVPR 2025 Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration CVPR 2025 Mamba-3VL: Taming State Space Model for 3D Vision Language Learning ICCV 2025 Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models CVPR 2025