#StateSpaceModel

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5 months ago

New Structured Sparse Transition Matrices Boost State‑Space Model Expressivity

Researchers unveiled PD‑SSM, a sparse transition matrix design presented as a spotlight paper at an AI conference in September 2025. The code is open on GitHub. Read more: getnews.me/new-structured-sparse-tr... #statespacemodel #sparse

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5 months ago

PASS Framework Improves Event‑Camera Recognition Using State‑Space Model

PASS leverages a state‑space model (PEAS) and MSG loss to compress a billion events, with accuracy dropping only 8.6% when inference speed changes versus 20.7% for baseline. getnews.me/pass-framework-improves-... #eventcameras #statespacemodel

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5 months ago

Mamba-2 Advances Audio Captioning via Design Space Exploration

Mamba-2, a state‑space language model, achieves audio captioning with fewer parameters than larger transformer LLMs, using LoRA fine‑tuning and connectors. Read more: getnews.me/mamba-2-advances-audio-c... #mamba2 #audiocaptioning #statespacemodel

Winbuzzer

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10 months ago

Novel IBM Bamba Hybrid AI Model Targets Speed Limits of Transformer Architecture - WinBuzzer IBM Research and partners have released Bamba-9B-v2, an open-source hybrid Transformer-SSM model trained on 3T tokens, claiming faster inference than comparable LLMs.

Novel IBM Bamba Hybrid AI Model Targets Speed Limits of Transformer Architecture

#AI #GenAI #Transformers #IBM #BambaAI #LLMs #AI #MachineLearning #DeepLearning #SSM #StateSpaceModel #Mamba2 #AIResearch #CMU #Princeton #UIUC #GraniteAI #AIEfficiency

winbuzzer.com/2025/04/29/i...