mamba
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
We leverage ideas from Stochastic Realization Theory to develop a class of models called B'MOJO to seamlessly combine eidetic and fading memory within an elementary composable module. The overall architecture can be used to implement models that can access short-term eidetic memory "in-context," permanent structural memory "in-weights,"
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Theoretical Foundations of Deep Selective State-Space Models
Similar ideas can be found in recent developments inspired by attention, such as RWKV [Peng et al.,
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- Europe > Austria > Upper Austria > Linz (0.04)
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- Asia > China > Jilin Province (0.04)
- North America > United States > Pennsylvania > Northampton County > Bethlehem (0.04)
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- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
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- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.46)
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- Asia > China > Jiangsu Province > Nanjing (0.04)
- North America > United States > Virginia (0.04)
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- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Sensing and Signal Processing > Image Processing (0.68)
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- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)
5c186016d0844767209dc36e9e61441b-Paper-Conference.pdf
DeMa's focus on sequences diminishes approximately exponentially.
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- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
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- Leisure & Entertainment > Games (0.47)
- Information Technology (0.46)
3DET-Mamba: State Space Model for End-to-End 3D Object Detection
Transformer-based architectures have been proven successful in detecting 3D objects from point clouds.
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- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.48)
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- North America > United States > Massachusetts > Middlesex County > Belmont (0.04)
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- Asia > Middle East > Jordan (0.04)
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