Sepp Hochreiter
- Papers
- 20
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Authored papers
20xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference
arXiv 2025
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning
arXiv 2025
pLSTM: parallelizable Linear Source Transition Mark networks
arXiv 2025
Retrieval-Augmented Decision Transformer: External Memory for In-context RL
arXiv 2024
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences
arXiv 2024
On Information-Theoretic Measures of Predictive Uncertainty
arXiv 2024
Large Language Models Can Self-Improve At Web Agent Tasks
arXiv 2024
Vision-LSTM: xLSTM as Generic Vision Backbone
arXiv 2024
SymbolicAI: A framework for logic-based approaches combining generative models and solvers
arXiv 2024
Parameter Efficient Fine-tuning via Explained Variance Adaptation
arXiv 2024
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
arXiv 2024
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models
arXiv 2024
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language
arXiv 2023
Semantic HELM: A Human-Readable Memory for Reinforcement Learning
semantic-helm-a-human-readable-memory-for
Linear Alignment of Vision-language Models for Image Captioning
arXiv 2023
Hopular: Modern Hopfield Networks for Tabular Data
hopular-modern-hopfield-networks-for-tabular
Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning
arXiv 2022
A Dataset Perspective on Offline Reinforcement Learning
arXiv 2021
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
cloob-modern-hopfield-networks-with-infoloob
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
gans-trained-by-a-two-time-scale-update-rule-1
Affiliations
Frequent co-authors
10from 20 papers
Günter Klambauer
Fabian Paischer
Markus Hofmarcher
Thomas Schmied
Angela Bitto-Nemling
Korbinian Pöppel
Marius-Constantin Dinu
Vihang Patil
Johannes Brandstetter
Kajetan Schweighofer