Maximilian Beck
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Architectures
(3)
Natural Language Processing
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Reinforcement Learning
(1)
Robotics
(1)
Applications
(1)
Core AI
(1)
Generation
(1)
Methods
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
long short-term memory
(2)
xlstm
(2)
semantic segmentation
(1)
transfer learning
(1)
transformer
(1)
unsupervised domain adaptation
(1)
parameter selection
(1)
model aggregation
(1)
parallel processing
(1)
kernel optimization
(1)
gpu computing
(1)
state space model
(1)
recurrent neural network
(1)
language model
(1)
memory optimization
(1)
vision backbone
(1)
inference speed
(1)
linear-time inference
(1)
hardware optimization
(1)
real-time application
(1)
Papers
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
ICML 2025
FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware
ICLR 2025
Vision-LSTM: xLSTM as Generic Vision Backbone
ICLR 2025
xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference
ICML 2025
xLSTM: Extended Long Short-Term Memory
NeurIPS 2024
Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation
ICLR 2023