state space model

Incorporating Exponential Smoothing into MLP: a Simple but Effective Sequence Model NAACL 2024 Is Mamba Capable of In-Context Learning? AutoML 2024 Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? NeurIPS 2024 Latent Diffusion for Neural Spiking Data NeurIPS 2024 Layer-Adaptive State Pruning for Deep State Space Models NeurIPS 2024 Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation. ICLR 2024 Linear Transformers with Learnable Kernel Functions are Better In-Context Models ACL 2024 LION: Linear Group RNN for 3D Object Detection in Point Clouds NeurIPS 2024 LOCOST: State-Space Models for Long Document Abstractive Summarization EACL 2024 LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory IJCAI 2024 MaIL: Improving Imitation Learning with Selective State Space Models CoRL 2024 MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection NeurIPS 2024 MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space NeurIPS 2024 MambaLRP: Explaining Selective State Space Sequence Models NeurIPS 2024 MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging NeurIPS 2024 MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models NeurIPS 2024 MambaTree: Tree Topology is All You Need in State Space Model NeurIPS 2024 Mastering Memory Tasks with World Models ICLR 2024 Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length NeurIPS 2024 MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map NeurIPS 2024 Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models NeurIPS 2024 Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NeurIPS 2024 Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems ICLR 2024 Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model NeurIPS 2024 MVGamba: Unify 3D Content Generation as State Space Sequence Modeling NeurIPS 2024