conftrace_

state space model

390 papers

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Also known as

SSM SSMS

Co-occurring keywords

semantic segmentation (3186) sequence modeling (288) state-space model (153) attention mechanism (4001) variational inference (2069) image restoration (1517) image classification (1944) mamba architecture (35) 3d vision (1098) gaussian process (1200)

Papers

Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations INTERSPEECH 2024
VFIMamba: Video Frame Interpolation with State Space Models NIPS 2024
Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers NIPS 2024
Provable Benefits of Complex Parameterizations for Structured State Space Models NIPS 2024
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models NIPS 2024
State Space Models on Temporal Graphs: A First-Principles Study NIPS 2024
Theoretical Foundations of Deep Selective State-Space Models NIPS 2024
xLSTM: Extended Long Short-Term Memory NIPS 2024
MambaLRP: Explaining Selective State Space Sequence Models NIPS 2024
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model NIPS 2024
Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer NIPS 2024
Demystify Mamba in Vision: A Linear Attention Perspective NIPS 2024
Exploring Scientific Hypothesis Generation with Mamba EMNLP 2024
How Effective Are State Space Models for Machine Translation? EMNLP 2024
SMR: State Memory Replay for Long Sequence Modeling ACL 2024
Linear Transformers with Learnable Kernel Functions are Better In-Context Models ACL 2024
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory NIPS 2024
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM EMNLP 2024
Diffusion Models Without Attention CVPR 2024
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models NIPS 2024
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NIPS 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models NIPS 2024
Exploring Token Pruning in Vision State Space Models NIPS 2024
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map NIPS 2024
Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts NIPS 2024