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
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
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
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