Kreiman, Tobias

1. Octo: An Open-Source Generalist Robot Policy
   2024/05/20 by Dibya Ghosh, Octo Model Team, Homer Walke +33 · 515 citations
   Computer Science · #Computability, Logic, AI Algorithms #Distributed and Parallel Computing Systems
2. Humanity's Last Exam
   2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 154 citations
   Computer Science · #cs.LG #cs.AI #cs.CL
3. Foundation Policies with Hilbert Representations
   2024/02/23 by Seohong Park, Tobias Kreiman, Park, Seohong +3 · 34 citations
   Mathematics · #Mathematical and Theoretical Analysis #Advanced Optimization Algorithms Research
4. Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional
   2025/04/25 by Sanjeev Raja, Raja, Sanjeev, Martin Šípka +9 · 3 voices · 10 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #cs.LG #cond-mat.mtrl-sci #physics.chem-ph #q-bio.BM
5. Foundation Models for Atomistic Simulation of Chemistry and Materials
   2025/03/13 by Eric Chung‐Yueh Yuan, Yunsheng Liu, Yuan, Eric C. -Y. +25 · 10 citations
   Chemistry · Engineering · Materials Science · #Advanced Materials Characterization Techniques #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Radioactive element chemistry and processing
6. Understanding and Mitigating Distribution Shifts For Machine Learning Force Fields
   2025/03/11 by Tobias Kreiman, Aditi S. Krishnapriyan, Kreiman, Tobias +1 · 6 citations
   Decision Sciences · Engineering · #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Reservoir Engineering and Simulation Methods #Simulation Techniques and Applications
7. MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform
   2025/09/25 by Yuan Chiang, Chiang, Yuan, Tobias Kreiman +25 · 9 citations
   Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Chemical Physics (physics.chem-ph) #Computational Engineering #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Materials Science (cond-mat.mtrl-sci) #and Science (cs.CE)