Johannes Brandstetter
2 papers · Latest:
Machine Learning
ANTIC: Adaptive Neural Temporal In-situ Compressor
ANTIC is an in-situ neural compressor that adaptively selects and spatially compresses high-dimensional simulation data, achieving massive storage reductions.
2604.09543
Machine LearningxLSTM: Extended Long Short-Term Memory
xLSTM introduces exponential gating and novel memory structures to scale LSTMs to billions of parameters, achieving competitive performance with state-of-the-art Transformers in language modeling.
2405.04517
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