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Collections including paper arxiv:2403.19888

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Paper • 2405.21060 • Published 23 days ago • 60
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models

Paper • 2406.04320 • Published 17 days ago • 7
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29 • 9
Graph Mamba: Towards Learning on Graphs with State Space Models

Paper • 2402.08678 • Published Feb 13 • 13

StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization

Paper • 2311.14495 • Published Nov 24, 2023 • 1
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Paper • 2401.09417 • Published Jan 17 • 52
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

Paper • 2401.13560 • Published Jan 24 • 1
Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces

Paper • 2402.00789 • Published Feb 1 • 2

Papers - University - New York University

MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29 • 9
Measuring Style Similarity in Diffusion Models

Paper • 2404.01292 • Published Apr 1 • 14
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Paper • 1804.07461 • Published Apr 20, 2018 • 4
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24 • 11

Papers - University - Cornell

Learning Trajectory Preferences for Manipulators via Iterative Improvement

Paper • 1306.6294 • Published Jun 26, 2013 • 2
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29 • 9
RL for Consistency Models: Faster Reward Guided Text-to-Image Generation

Paper • 2404.03673 • Published Mar 25 • 14
PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation

Paper • 2404.13026 • Published Apr 19 • 21

Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference

Paper • 2403.14520 • Published Mar 21 • 31
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series

Paper • 2403.15360 • Published Mar 22 • 11
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29 • 9

Multi-modal Mamba

Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference

Paper • 2403.14520 • Published Mar 21 • 31
ZigMa: Zigzag Mamba Diffusion Model

Paper • 2403.13802 • Published Mar 20 • 16
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series

Paper • 2403.15360 • Published Mar 22 • 11
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29 • 9

Papers - Image - Mamba

LocalMamba: Visual State Space Model with Windowed Selective Scan

Paper • 2403.09338 • Published Mar 14 • 7
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series

Paper • 2403.15360 • Published Mar 22 • 11
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29 • 9

Papers - Training Research - Time series

Chronos: Learning the Language of Time Series

Paper • 2403.07815 • Published Mar 12 • 43
Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 72
Pattern Discovery in Time Series with Byte Pair Encoding

Paper • 2106.00614 • Published May 30, 2021 • 2
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29 • 9

Papers - Mamba - Structured State Space Model

Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM

Paper • 2403.07487 • Published Mar 12 • 12
LocalMamba: Visual State Space Model with Windowed Selective Scan

Paper • 2403.09338 • Published Mar 14 • 7
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference

Paper • 2403.14520 • Published Mar 21 • 31
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series

Paper • 2403.15360 • Published Mar 22 • 11

ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition

Paper • 2402.15220 • Published Feb 23 • 18
Jamba: A Hybrid Transformer-Mamba Language Model

Paper • 2403.19887 • Published Mar 28 • 99
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29 • 9
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Paper • 2404.02258 • Published Apr 2 • 102

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