state space model

State Space Model Meets Transformer: A New Paradigm for 3D Object Detection ICLR 2025 State Space Models are Provably Comparable to Transformers in Dynamic Token Selection ICLR 2025 State Space Models are Strong Text Rerankers NAACL 2025 State space models, emergence, and ergodicity: How many parameters are needed for stable predictions? L4DC 2025 STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning ICCV 2025 StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition ICCV 2025 StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025 Sub-Sequential Physics-Informed Learning with State Space Model ICML 2025 SUM: Saliency Unification through Mamba for Visual Attention Modeling WACV 2025 SVRMamba: Slice-to-Volume Reconstruction from Multiple MRI Stacks with Slice Sequence Guided Mamba AAAI 2025 SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates AAAI 2025 Switching State Space Modeling via Constrained Inference for Clinical Outcome Prediction MLHC 2025 TF-Mamba: A Time-Frequency Network for Sound Source Localization Interspeech 2025 TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis EMNLP 2025 The Hidden Attention of Mamba Models ACL 2025 ThunderKittens: Simple, Fast, and Adorable Kernels ICLR 2025 TOTP: Transferable Online Pedestrian Trajectory Prediction with Temporal-Adaptive Mamba Latent Diffusion ICCV 2025 Towards Efficient and Multifaceted Computer-assisted Pronunciation Training Leveraging Hierarchical Selective State Space Model and Decoupled Cross-entropy Loss NAACL 2025 Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures ICLR 2025 Towards Universal Rainy Image Restoration: Benchmark and Baseline AAAI 2025 Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSM CVPR 2025 TSP-Mamba: The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond CVPR 2025 Tuning Frequency Bias of State Space Models ICLR 2025 Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling EMNLP 2025 Understanding and Improving Length Generalization in Recurrent Models ICML 2025