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

The Mamba in the Llama: Distilling and Accelerating Hybrid Models NIPS 2024
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length NIPS 2024
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling NIPS 2024
Exploring the Capability of Mamba in Speech Applications INTERSPEECH 2024
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes NAACL 2024
Incorporating Exponential Smoothing into MLP: a Simple but Effective Sequence Model NAACL 2024
Experiments in Mamba Sequence Modeling and NLLB-200 Fine-Tuning for Low Resource Multilingual Machine Translation NAACL 2024
Backward Filtering Forward Deciding in Linear Non-Gaussian State Space Models AISTATS 2024
Universal In-Context Approximation By Prompting Fully Recurrent Models NIPS 2024
Hybrid Mamba for Few-Shot Segmentation NIPS 2024
MambaTree: Tree Topology is All You Need in State Space Model NIPS 2024
A scalable generative model for dynamical system reconstruction from neuroimaging data NIPS 2024
Structural Inference of Dynamical Systems with Conjoined State Space Models NIPS 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection NIPS 2024
Uncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting ICCV 2023
Probabilistic Invariance for Gaussian Process State Space Models L4DC 2023
Multi Time Scale World Models NIPS 2023
ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023
Block-State Transformers NIPS 2023
Markovian Gaussian Process Variational Autoencoders ICML 2023
Selective Structured State-Spaces for Long-Form Video Understanding CVPR 2023
Multi-Head State Space Model for Speech Recognition INTERSPEECH 2023
Simple Hardware-Efficient Long Convolutions for Sequence Modeling ICML 2023
Facing Off World Model Backbones: RNNs, Transformers, and S4 NIPS 2023
A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models INTERSPEECH 2023