Thomas Adler

4 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICML (2) ICLR (1) NeurIPS (1)

Top co-authors

Sepp Hochreiter (4) Fabian Paischer (2) Markus Holzleitner (2) Johannes Brandstetter (2) Günter Klambauer (2) Vihang Prakash Patil (1) Maximilian Beck (1) Sebastian Lehner (1) Philipp Seidl (1) Michael Widrich (1)

Research topics

Deep Learning (3) Artificial Intelligence (2) Reinforcement Learning (2) Architectures (2) Core AI (2) Methods (2) Robotics (1) Applications (1) Learning Types (1) Techniques (1)

Keywords

hopfield network (2) attention mechanism (1) multimodal learning (1) energy minimization (1) transformer (1) partially observable markov decision process (1) partially observable environment (1) language model (1) memory mechanism (1) linear-time inference (1) pre-trained transformer (1) real-time application (1) history representation (1) pattern retrieval (1) interpretable agent (1) large action model (1) history compression (1) human-readable memory (1) extrapolation abilities (1) reinforcement learning (1)

Papers

A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks ICML 2025 Semantic HELM: A Human-Readable Memory for Reinforcement Learning NeurIPS 2023 History Compression via Language Models in Reinforcement Learning ICML 2022 Hopfield Networks is All You Need ICLR 2021