Stefan Heinrich

4 papers · 2019–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ICLR (3) ACL (1)

Top co-authors

Bertram Højer (2) Stefan Wermter (1) Terne Sasha Thorn Jakobsen (1) Erik Schaffernicht (1) Finn Rietz (1) Oliver Simon Jarvis (1) Tobias Hinz (1) Johannes A. Stork (1) Anna Rogers (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Reinforcement Learning (1) Applications (1) Generation (1) Learning Types (1) Methods (1) Models (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

image generation (1) inductive reasoning (1) conditional generation (1) object localization (1) robot control (1) offline learning (1) generative adversarial network (1) representation engineering (1) multi-objective reinforcement learning (1) residual stream (1) value decomposition (1) artificial intelligence (1) survey research (1) large language model (1) activation intervention (1) reasoning performance (1) multi-object generation (1) control vector (1) zero-shot composition (1) intelligence definition (1)

Papers

Improving Reasoning Performance in Large Language Models via Representation Engineering ICLR 2025 Research Community Perspectives on “Intelligence” and Large Language Models ACL 2025 Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning ICLR 2024 Generating Multiple Objects at Spatially Distinct Locations ICLR 2019