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Korbinian Poeppel's picture
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Korbinian Poeppel

korbip
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  • korbipoeppel
  • poeppelk

AI & ML interests

LLMs, Hardware-Efficient Models, Recurrent Sequence Modeling

Organizations

Institute for Machine Learning, Johannes Kepler University Linz's profile picture

authored 6 papers 6 months ago

xLSTM: Extended Long Short-Term Memory

Paper • 2405.04517 • Published May 7, 2024 • 18

A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks

Paper • 2410.22391 • Published Oct 29, 2024 • 22

FlashRNN: Optimizing Traditional RNNs on Modern Hardware

Paper • 2412.07752 • Published Dec 10, 2024

Vision-LSTM: xLSTM as Generic Vision Backbone

Paper • 2406.04303 • Published Jun 6, 2024 • 1

xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference

Paper • 2503.13427 • Published Mar 17 • 3

pLSTM: parallelizable Linear Source Transition Mark networks

Paper • 2506.11997 • Published Jun 13 • 10
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